In this project, you'll use generative adversarial networks to generate new images of faces.
You'll be using two datasets in this project:
Since the celebA dataset is complex and you're doing GANs in a project for the first time, we want you to test your neural network on MNIST before CelebA. Running the GANs on MNIST will allow you to see how well your model trains sooner.
If you're using FloydHub, set data_dir to "/input" and use the FloydHub data ID "R5KrjnANiKVhLWAkpXhNBe".
data_dir = './data'
# FloydHub - Use with data ID "R5KrjnANiKVhLWAkpXhNBe"
#data_dir = '/input'
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import helper
helper.download_extract('mnist', data_dir)
helper.download_extract('celeba', data_dir)
Found mnist Data Found celeba Data
show_n_images = 25
"""
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"""
%matplotlib inline
import os
from glob import glob
from matplotlib import pyplot
mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'mnist/*.jpg'))[:show_n_images], 28, 28, 'L')
pyplot.imshow(helper.images_square_grid(mnist_images, 'L'), cmap='gray')
<matplotlib.image.AxesImage at 0x7f7e1f933668>
The CelebFaces Attributes Dataset (CelebA) dataset contains over 200,000 celebrity images with annotations. Since you're going to be generating faces, you won't need the annotations. You can view the first number of examples by changing show_n_images.
show_n_images = 25
"""
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"""
mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'img_align_celeba/*.jpg'))[:show_n_images], 28, 28, 'RGB')
pyplot.imshow(helper.images_square_grid(mnist_images, 'RGB'))
<matplotlib.image.AxesImage at 0x7f7e1f816710>
Since the project's main focus is on building the GANs, we'll preprocess the data for you. The values of the MNIST and CelebA dataset will be in the range of -0.5 to 0.5 of 28x28 dimensional images. The CelebA images will be cropped to remove parts of the image that don't include a face, then resized down to 28x28.
The MNIST images are black and white images with a single color channel while the CelebA images have 3 color channels (RGB color channel).
You'll build the components necessary to build a GANs by implementing the following functions below:
model_inputsdiscriminatorgeneratormodel_lossmodel_opttrainThis will check to make sure you have the correct version of TensorFlow and access to a GPU
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
from distutils.version import LooseVersion
import warnings
import tensorflow as tf
# Check TensorFlow Version
assert LooseVersion(tf.__version__) >= LooseVersion('1.0'), 'Please use TensorFlow version 1.0 or newer. You are using {}'.format(tf.__version__)
print('TensorFlow Version: {}'.format(tf.__version__))
# Check for a GPU
if not tf.test.gpu_device_name():
warnings.warn('No GPU found. Please use a GPU to train your neural network.')
else:
print('Default GPU Device: {}'.format(tf.test.gpu_device_name()))
TensorFlow Version: 1.1.0 Default GPU Device: /gpu:0
Implement the model_inputs function to create TF Placeholders for the Neural Network. It should create the following placeholders:
image_width, image_height, and image_channels.z_dim.Return the placeholders in the following the tuple (tensor of real input images, tensor of z data)
import problem_unittests as tests
def model_inputs(image_width, image_height, image_channels, z_dim):
"""
Create the model inputs
:param image_width: The input image width
:param image_height: The input image height
:param image_channels: The number of image channels
:param z_dim: The dimension of Z
:return: Tuple of (tensor of real input images, tensor of z data, learning rate)
"""
# TODO: Implement Function
input_real = tf.placeholder(tf.float32,
shape=(None, image_width, image_height, image_channels),
name='input_real')
inputs_z = tf.placeholder(tf.float32, (None, z_dim), name='input_z')
learning_rate = tf.placeholder(tf.float32, name='learning_rate')
return input_real, inputs_z, learning_rate
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_inputs(model_inputs)
Tests Passed
Implement discriminator to create a discriminator neural network that discriminates on images. This function should be able to reuse the variables in the neural network. Use tf.variable_scope with a scope name of "discriminator" to allow the variables to be reused. The function should return a tuple of (tensor output of the discriminator, tensor logits of the discriminator).
alpha = 0.2
def leaky_relu(x):
return tf.maximum(alpha*x,x)
def discriminator(images, reuse=False):
"""
Create the discriminator network
:param images: Tensor of input image(s)
:param reuse: Boolean if the weights should be reused
:return: Tuple of (tensor output of the discriminator, tensor logits of the discriminator)
"""
# TODO: Implement Function
with tf.variable_scope('discriminator', reuse=reuse):
conv_layer1 = tf.layers.conv2d(images, 64, 5, strides=2, padding='same')
relu1 = leaky_relu(conv_layer1)
conv_layer2 = tf.layers.conv2d(conv_layer1, 128, 5, strides=2, padding='same')
conv_layer2 = tf.layers.batch_normalization(conv_layer2, training=True)
relu2 = leaky_relu(conv_layer2)
conv_layer3 = tf.layers.conv2d(conv_layer2, 256, 5, strides=2, padding='same')
conv_layer3 = tf.layers.batch_normalization(conv_layer3, training=True)
relu3 = leaky_relu(conv_layer3)
conv_layer4 = tf.layers.conv2d(conv_layer3, 512, 5, strides=2, padding='same')
conv_layer4 = tf.layers.batch_normalization(conv_layer4)
relu4 = leaky_relu(conv_layer4)
#Flat
flat = tf.reshape(relu3, (-1, 4*4*256))
#Logits
logits = tf.layers.dense(flat, 1)
out = tf.sigmoid(logits)
return out, logits
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_discriminator(discriminator, tf)
Tests Passed
Implement generator to generate an image using z. This function should be able to reuse the variables in the neural network. Use tf.variable_scope with a scope name of "generator" to allow the variables to be reused. The function should return the generated 28 x 28 x out_channel_dim images.
def generator(z, out_channel_dim, is_train=True):
"""
Create the generator network
:param z: Input z
:param out_channel_dim: The number of channels in the output image
:param is_train: Boolean if generator is being used for training
:return: The tensor output of the generator
"""
# TODO: Implement Function
with tf.variable_scope('generator', reuse=False if is_train==True else True):
#Fully connected layer
fully_conn = tf.layers.dense(z, 7*7*512)
fully_conn = tf.reshape(fully_conn, (-1,7,7,512))
fully_conn = tf.layers.batch_normalization(fully_conn, training=is_train)
fully_conn = leaky_relu(fully_conn)
# 7x7x512
#Convolutions
conv_layer1 = tf.layers.conv2d_transpose(fully_conn, 256, 3, strides=2, padding='same')
conv_layer1 = tf.layers.batch_normalization(conv_layer1, training=is_train)
conv_layer1 = leaky_relu(conv_layer1)
# 14x14x256
conv_layer2 = tf.layers.conv2d_transpose(conv_layer1, 128, 3, strides=1, padding='same')
conv_layer2 = tf.layers.batch_normalization(conv_layer2, training=is_train)
conv_layer2 = leaky_relu(conv_layer2)
# 14x14x128
conv_layer3 = tf.layers.conv2d_transpose(conv_layer2, 64, 3, strides=2, padding='same')
conv_layer3 = tf.layers.batch_normalization(conv_layer3, training=is_train)
conv_layer3 = leaky_relu(conv_layer3)
# 28x28x64
# Output layer
logits = tf.layers.conv2d_transpose(conv_layer3, out_channel_dim, 3, strides=1, padding='same')
# 28x28xout_dim
gen_out = tf.tanh(logits)
return gen_out
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_generator(generator, tf)
Tests Passed
Implement model_loss to build the GANs for training and calculate the loss. The function should return a tuple of (discriminator loss, generator loss). Use the following functions you implemented:
discriminator(images, reuse=False)generator(z, out_channel_dim, is_train=True)def model_loss(input_real, input_z, out_channel_dim):
"""
Get the loss for the discriminator and generator
:param input_real: Images from the real dataset
:param input_z: Z input
:param out_channel_dim: The number of channels in the output image
:return: A tuple of (discriminator loss, generator loss)
"""
# TODO: Implement Function
# Label smoothing
smooth = 0.1
g_model = generator(input_z, out_channel_dim, is_train=True)
d_model_real, d_logits_real = discriminator(input_real, reuse=False)
d_model_fake, d_logits_fake = discriminator(g_model, reuse=True)
d_loss_real = tf.reduce_mean(
tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_real,
labels=(tf.ones_like(d_model_real)*(1-smooth)) ))
d_loss_fake = tf.reduce_mean(
tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_fake,
labels=tf.zeros_like(d_model_fake)))
dicriminator_loss = d_loss_real + d_loss_fake
g_loss = tf.reduce_mean(
tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_fake, labels=tf.ones_like(d_model_fake)))
return dicriminator_loss, g_loss
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_loss(model_loss)
Tests Passed
Implement model_opt to create the optimization operations for the GANs. Use tf.trainable_variables to get all the trainable variables. Filter the variables with names that are in the discriminator and generator scope names. The function should return a tuple of (discriminator training operation, generator training operation).
def model_opt(d_loss, g_loss, learning_rate, beta1):
"""
Get optimization operations
:param d_loss: Discriminator loss Tensor
:param g_loss: Generator loss Tensor
:param learning_rate: Learning Rate Placeholder
:param beta1: The exponential decay rate for the 1st moment in the optimizer
:return: A tuple of (discriminator training operation, generator training operation)
"""
# TODO: Implement Function
# Get weights and bias to update
t_vars = tf.trainable_variables()
d_vars = [var for var in t_vars if var.name.startswith('discriminator')]
g_vars = [var for var in t_vars if var.name.startswith('generator')]
# Optimize
with tf.control_dependencies(tf.get_collection(tf.GraphKeys.UPDATE_OPS)):
d_train_opt = tf.train.AdamOptimizer(learning_rate, beta1=beta1).minimize(d_loss, var_list=d_vars)
g_train_opt = tf.train.AdamOptimizer(learning_rate, beta1=beta1).minimize(g_loss, var_list=g_vars)
return d_train_opt, g_train_opt
"""
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"""
tests.test_model_opt(model_opt, tf)
Tests Passed
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import numpy as np
def show_generator_output(sess, n_images, input_z, out_channel_dim, image_mode):
"""
Show example output for the generator
:param sess: TensorFlow session
:param n_images: Number of Images to display
:param input_z: Input Z Tensor
:param out_channel_dim: The number of channels in the output image
:param image_mode: The mode to use for images ("RGB" or "L")
"""
cmap = None if image_mode == 'RGB' else 'gray'
z_dim = input_z.get_shape().as_list()[-1]
example_z = np.random.uniform(-1, 1, size=[n_images, z_dim])
samples = sess.run(
generator(input_z, out_channel_dim, False),
feed_dict={input_z: example_z})
images_grid = helper.images_square_grid(samples, image_mode)
pyplot.imshow(images_grid, cmap=cmap)
pyplot.show()
Implement train to build and train the GANs. Use the following functions you implemented:
model_inputs(image_width, image_height, image_channels, z_dim)model_loss(input_real, input_z, out_channel_dim)model_opt(d_loss, g_loss, learning_rate, beta1)Use the show_generator_output to show generator output while you train. Running show_generator_output for every batch will drastically increase training time and increase the size of the notebook. It's recommended to print the generator output every 100 batches.
def train(epoch_count, batch_size, z_dim, learning_rate, beta1, get_batches, data_shape, data_image_mode):
"""
Train the GAN
:param epoch_count: Number of epochs
:param batch_size: Batch Size
:param z_dim: Z dimension
:param learning_rate: Learning Rate
:param beta1: The exponential decay rate for the 1st moment in the optimizer
:param get_batches: Function to get batches
:param data_shape: Shape of the data
:param data_image_mode: The image mode to use for images ("RGB" or "L")
"""
# TODO: Build Model
print("Shape:", data_shape)
print("Learning rate:", learning_rate)
img_width = data_shape[1]
img_height = data_shape[2]
img_channels = data_shape[3]
# Init GAN
input_real, input_z, lr = model_inputs(img_width, img_height, img_channels, z_dim)
print(input_real)
print(input_z)
d_loss, g_loss = model_loss(input_real, input_z, img_channels)
d_opt, g_opt = model_opt(d_loss, g_loss, learning_rate, beta1)
# Train
steps = 0
saver = tf.train.Saver()
with tf.Session() as sess:
sess.run(tf.global_variables_initializer())
for epoch_i in range(epoch_count):
for batch_images in get_batches(batch_size):
# TODO: Train Model
steps += 1
#adjust the range
batch_images *= 2
batch_z = np.random.uniform(-1,1, size=(batch_size, z_dim))
_ = sess.run(d_opt, feed_dict={input_real: batch_images, input_z: batch_z, lr: learning_rate})
_ = sess.run(g_opt, feed_dict={input_real: batch_images, input_z: batch_z, lr: learning_rate})
if steps % 5 == 0:
d_loss_train = d_loss.eval({input_z: batch_z, input_real: batch_images})
g_loss_train = g_loss.eval({input_z: batch_z})
print("Epoch {}/{}...".format(epoch_i+1, epoch_count),
"Discriminator Loss: {:.4f}...".format(d_loss_train),
"Generator Loss: {:.4f}".format(g_loss_train))
if steps % 100 == 0:
show_generator_output(sess, 25, input_z, img_channels, data_image_mode)
Test your GANs architecture on MNIST. After 2 epochs, the GANs should be able to generate images that look like handwritten digits. Make sure the loss of the generator is lower than the loss of the discriminator or close to 0.
batch_size = 64
z_dim = 100
learning_rate = 0.0002
beta1 = 0.5
alpha = 0.2
tf.reset_default_graph()
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
epochs = 3
mnist_dataset = helper.Dataset('mnist', glob(os.path.join(data_dir, 'mnist/*.jpg')))
with tf.Graph().as_default():
train(epochs, batch_size, z_dim, learning_rate, beta1, mnist_dataset.get_batches,
mnist_dataset.shape, mnist_dataset.image_mode)
Shape: (60000, 28, 28, 1)
Learning rate: 0.0002
Tensor("input_real:0", shape=(?, 28, 28, 1), dtype=float32)
Tensor("input_z:0", shape=(?, 100), dtype=float32)
Epoch 1/3... Discriminator Loss: 6.0822... Generator Loss: 0.0037
Epoch 1/3... Discriminator Loss: 6.0905... Generator Loss: 0.0052
Epoch 1/3... Discriminator Loss: 5.1466... Generator Loss: 0.0116
Epoch 1/3... Discriminator Loss: 0.5219... Generator Loss: 2.2454
Epoch 1/3... Discriminator Loss: 4.3805... Generator Loss: 0.0237
Epoch 1/3... Discriminator Loss: 0.3559... Generator Loss: 6.9227
Epoch 1/3... Discriminator Loss: 0.3841... Generator Loss: 3.4970
Epoch 1/3... Discriminator Loss: 0.3621... Generator Loss: 4.0656
Epoch 1/3... Discriminator Loss: 0.3437... Generator Loss: 11.4582
Epoch 1/3... Discriminator Loss: 0.4163... Generator Loss: 2.7562
Epoch 1/3... Discriminator Loss: 0.3992... Generator Loss: 2.8926
Epoch 1/3... Discriminator Loss: 0.5545... Generator Loss: 5.6646
Epoch 1/3... Discriminator Loss: 0.4015... Generator Loss: 3.3633
Epoch 1/3... Discriminator Loss: 1.4801... Generator Loss: 0.4955
Epoch 1/3... Discriminator Loss: 0.5072... Generator Loss: 4.3923
Epoch 1/3... Discriminator Loss: 0.3537... Generator Loss: 6.2240
Epoch 1/3... Discriminator Loss: 1.8052... Generator Loss: 0.5104
Epoch 1/3... Discriminator Loss: 0.7781... Generator Loss: 1.2836
Epoch 1/3... Discriminator Loss: 0.8335... Generator Loss: 1.2480
Epoch 1/3... Discriminator Loss: 0.5785... Generator Loss: 2.1525
Epoch 1/3... Discriminator Loss: 0.9029... Generator Loss: 1.0882 Epoch 1/3... Discriminator Loss: 0.9764... Generator Loss: 1.2225 Epoch 1/3... Discriminator Loss: 0.8071... Generator Loss: 1.2214 Epoch 1/3... Discriminator Loss: 0.6930... Generator Loss: 1.4470 Epoch 1/3... Discriminator Loss: 1.1244... Generator Loss: 0.9557 Epoch 1/3... Discriminator Loss: 0.8019... Generator Loss: 1.5602 Epoch 1/3... Discriminator Loss: 1.9883... Generator Loss: 0.3920 Epoch 1/3... Discriminator Loss: 1.0820... Generator Loss: 1.1834 Epoch 1/3... Discriminator Loss: 1.7256... Generator Loss: 0.3621 Epoch 1/3... Discriminator Loss: 1.9771... Generator Loss: 0.5938 Epoch 1/3... Discriminator Loss: 1.2074... Generator Loss: 0.8041 Epoch 1/3... Discriminator Loss: 1.4878... Generator Loss: 1.7054 Epoch 1/3... Discriminator Loss: 1.2966... Generator Loss: 0.8153 Epoch 1/3... Discriminator Loss: 1.3762... Generator Loss: 0.6862 Epoch 1/3... Discriminator Loss: 1.0592... Generator Loss: 1.0182 Epoch 1/3... Discriminator Loss: 1.5238... Generator Loss: 0.7505 Epoch 1/3... Discriminator Loss: 1.0842... Generator Loss: 1.2125 Epoch 1/3... Discriminator Loss: 1.5017... Generator Loss: 1.6108 Epoch 1/3... Discriminator Loss: 1.3837... Generator Loss: 1.0999 Epoch 1/3... Discriminator Loss: 1.2163... Generator Loss: 0.9069
Epoch 1/3... Discriminator Loss: 1.3221... Generator Loss: 0.9221 Epoch 1/3... Discriminator Loss: 1.4342... Generator Loss: 1.1022 Epoch 1/3... Discriminator Loss: 1.5856... Generator Loss: 0.5897 Epoch 1/3... Discriminator Loss: 1.4770... Generator Loss: 0.6105 Epoch 1/3... Discriminator Loss: 1.5221... Generator Loss: 0.5760 Epoch 1/3... Discriminator Loss: 1.3557... Generator Loss: 0.7356 Epoch 1/3... Discriminator Loss: 1.3648... Generator Loss: 0.8210 Epoch 1/3... Discriminator Loss: 1.2522... Generator Loss: 0.9171 Epoch 1/3... Discriminator Loss: 1.2526... Generator Loss: 0.8441 Epoch 1/3... Discriminator Loss: 1.3756... Generator Loss: 1.0233 Epoch 1/3... Discriminator Loss: 1.3939... Generator Loss: 0.9968 Epoch 1/3... Discriminator Loss: 1.4352... Generator Loss: 0.5685 Epoch 1/3... Discriminator Loss: 1.4148... Generator Loss: 0.8142 Epoch 1/3... Discriminator Loss: 1.3421... Generator Loss: 0.7412 Epoch 1/3... Discriminator Loss: 1.3516... Generator Loss: 1.0129 Epoch 1/3... Discriminator Loss: 1.2855... Generator Loss: 0.7629 Epoch 1/3... Discriminator Loss: 1.4498... Generator Loss: 0.6590 Epoch 1/3... Discriminator Loss: 1.2493... Generator Loss: 1.0339 Epoch 1/3... Discriminator Loss: 1.3799... Generator Loss: 0.8189 Epoch 1/3... Discriminator Loss: 1.3674... Generator Loss: 0.6274
Epoch 1/3... Discriminator Loss: 1.3991... Generator Loss: 0.6765 Epoch 1/3... Discriminator Loss: 1.2828... Generator Loss: 0.7801 Epoch 1/3... Discriminator Loss: 1.3470... Generator Loss: 0.7214 Epoch 1/3... Discriminator Loss: 1.3541... Generator Loss: 0.7674 Epoch 1/3... Discriminator Loss: 1.2457... Generator Loss: 0.8534 Epoch 1/3... Discriminator Loss: 1.4048... Generator Loss: 0.7517 Epoch 1/3... Discriminator Loss: 1.2894... Generator Loss: 0.7389 Epoch 1/3... Discriminator Loss: 1.3642... Generator Loss: 0.6967 Epoch 1/3... Discriminator Loss: 1.3444... Generator Loss: 0.9521 Epoch 1/3... Discriminator Loss: 1.3199... Generator Loss: 1.0001 Epoch 1/3... Discriminator Loss: 1.3911... Generator Loss: 0.7341 Epoch 1/3... Discriminator Loss: 1.3649... Generator Loss: 0.6568 Epoch 1/3... Discriminator Loss: 1.3327... Generator Loss: 0.8253 Epoch 1/3... Discriminator Loss: 1.3335... Generator Loss: 0.7805 Epoch 1/3... Discriminator Loss: 1.2180... Generator Loss: 0.9954 Epoch 1/3... Discriminator Loss: 1.3825... Generator Loss: 0.8383 Epoch 1/3... Discriminator Loss: 1.3432... Generator Loss: 0.6755 Epoch 1/3... Discriminator Loss: 1.2837... Generator Loss: 0.8964 Epoch 1/3... Discriminator Loss: 1.2621... Generator Loss: 1.0894 Epoch 1/3... Discriminator Loss: 1.2883... Generator Loss: 0.9690
Epoch 1/3... Discriminator Loss: 1.2802... Generator Loss: 0.7778 Epoch 1/3... Discriminator Loss: 1.3586... Generator Loss: 0.7886 Epoch 1/3... Discriminator Loss: 1.2202... Generator Loss: 0.7653 Epoch 1/3... Discriminator Loss: 1.1832... Generator Loss: 0.9075 Epoch 1/3... Discriminator Loss: 1.2226... Generator Loss: 0.8506 Epoch 1/3... Discriminator Loss: 1.2669... Generator Loss: 0.9455 Epoch 1/3... Discriminator Loss: 1.2384... Generator Loss: 1.0066 Epoch 1/3... Discriminator Loss: 1.2742... Generator Loss: 0.7807 Epoch 1/3... Discriminator Loss: 1.2439... Generator Loss: 0.9864 Epoch 1/3... Discriminator Loss: 1.2070... Generator Loss: 0.9361 Epoch 1/3... Discriminator Loss: 1.2198... Generator Loss: 0.8669 Epoch 1/3... Discriminator Loss: 1.2914... Generator Loss: 0.7406 Epoch 1/3... Discriminator Loss: 1.2565... Generator Loss: 0.9403 Epoch 1/3... Discriminator Loss: 1.2308... Generator Loss: 0.8802 Epoch 1/3... Discriminator Loss: 1.1822... Generator Loss: 0.9247 Epoch 1/3... Discriminator Loss: 1.1953... Generator Loss: 0.8113 Epoch 1/3... Discriminator Loss: 1.2065... Generator Loss: 0.9724 Epoch 1/3... Discriminator Loss: 1.1724... Generator Loss: 0.9989 Epoch 1/3... Discriminator Loss: 1.1676... Generator Loss: 1.0549 Epoch 1/3... Discriminator Loss: 1.2644... Generator Loss: 0.7621
Epoch 1/3... Discriminator Loss: 1.2704... Generator Loss: 0.8454 Epoch 1/3... Discriminator Loss: 1.1862... Generator Loss: 0.9737 Epoch 1/3... Discriminator Loss: 1.1935... Generator Loss: 0.9377 Epoch 1/3... Discriminator Loss: 1.1496... Generator Loss: 1.0704 Epoch 1/3... Discriminator Loss: 1.2642... Generator Loss: 1.1472 Epoch 1/3... Discriminator Loss: 1.1790... Generator Loss: 0.8943 Epoch 1/3... Discriminator Loss: 1.2441... Generator Loss: 0.9227 Epoch 1/3... Discriminator Loss: 1.1837... Generator Loss: 0.9019 Epoch 1/3... Discriminator Loss: 1.1124... Generator Loss: 1.0181 Epoch 1/3... Discriminator Loss: 1.1796... Generator Loss: 1.1385 Epoch 1/3... Discriminator Loss: 1.1935... Generator Loss: 1.0121 Epoch 1/3... Discriminator Loss: 1.1597... Generator Loss: 1.2439 Epoch 1/3... Discriminator Loss: 1.1815... Generator Loss: 1.0395 Epoch 1/3... Discriminator Loss: 1.2423... Generator Loss: 1.0711 Epoch 1/3... Discriminator Loss: 1.2568... Generator Loss: 0.8193 Epoch 1/3... Discriminator Loss: 1.1942... Generator Loss: 0.9573 Epoch 1/3... Discriminator Loss: 1.1760... Generator Loss: 0.8863 Epoch 1/3... Discriminator Loss: 1.1000... Generator Loss: 1.0335 Epoch 1/3... Discriminator Loss: 1.2177... Generator Loss: 0.9247 Epoch 1/3... Discriminator Loss: 1.1380... Generator Loss: 0.9031
Epoch 1/3... Discriminator Loss: 1.2888... Generator Loss: 0.8223 Epoch 1/3... Discriminator Loss: 1.2285... Generator Loss: 0.8973 Epoch 1/3... Discriminator Loss: 1.2082... Generator Loss: 1.0183 Epoch 1/3... Discriminator Loss: 1.1684... Generator Loss: 1.0480 Epoch 1/3... Discriminator Loss: 1.1943... Generator Loss: 1.0607 Epoch 1/3... Discriminator Loss: 1.2665... Generator Loss: 0.7175 Epoch 1/3... Discriminator Loss: 1.1552... Generator Loss: 1.2632 Epoch 1/3... Discriminator Loss: 1.1618... Generator Loss: 1.2210 Epoch 1/3... Discriminator Loss: 1.1714... Generator Loss: 0.7840 Epoch 1/3... Discriminator Loss: 1.0893... Generator Loss: 1.0710 Epoch 1/3... Discriminator Loss: 1.2411... Generator Loss: 0.7691 Epoch 1/3... Discriminator Loss: 1.2070... Generator Loss: 0.8297 Epoch 1/3... Discriminator Loss: 1.0703... Generator Loss: 1.0271 Epoch 1/3... Discriminator Loss: 1.1359... Generator Loss: 1.0561 Epoch 1/3... Discriminator Loss: 1.0986... Generator Loss: 0.9710 Epoch 1/3... Discriminator Loss: 1.1564... Generator Loss: 0.9606 Epoch 1/3... Discriminator Loss: 1.1720... Generator Loss: 1.2299 Epoch 1/3... Discriminator Loss: 1.1524... Generator Loss: 1.0919 Epoch 1/3... Discriminator Loss: 1.0923... Generator Loss: 0.9804 Epoch 1/3... Discriminator Loss: 1.1552... Generator Loss: 0.8332
Epoch 1/3... Discriminator Loss: 1.1379... Generator Loss: 1.1651 Epoch 1/3... Discriminator Loss: 1.1446... Generator Loss: 1.0296 Epoch 1/3... Discriminator Loss: 1.0936... Generator Loss: 1.0654 Epoch 1/3... Discriminator Loss: 1.0932... Generator Loss: 1.0345 Epoch 1/3... Discriminator Loss: 1.1241... Generator Loss: 0.9524 Epoch 1/3... Discriminator Loss: 1.1833... Generator Loss: 0.9402 Epoch 1/3... Discriminator Loss: 1.2097... Generator Loss: 0.7752 Epoch 1/3... Discriminator Loss: 1.1157... Generator Loss: 0.8773 Epoch 1/3... Discriminator Loss: 1.1207... Generator Loss: 0.8131 Epoch 1/3... Discriminator Loss: 1.1101... Generator Loss: 0.9801 Epoch 1/3... Discriminator Loss: 1.1219... Generator Loss: 1.0599 Epoch 1/3... Discriminator Loss: 1.1626... Generator Loss: 0.9398 Epoch 1/3... Discriminator Loss: 1.1466... Generator Loss: 0.9743 Epoch 1/3... Discriminator Loss: 1.0873... Generator Loss: 1.0488 Epoch 1/3... Discriminator Loss: 1.1084... Generator Loss: 0.9987 Epoch 1/3... Discriminator Loss: 1.0832... Generator Loss: 1.2452 Epoch 1/3... Discriminator Loss: 1.2150... Generator Loss: 0.9172 Epoch 1/3... Discriminator Loss: 1.1563... Generator Loss: 1.0183 Epoch 1/3... Discriminator Loss: 1.1295... Generator Loss: 0.9767 Epoch 1/3... Discriminator Loss: 1.1890... Generator Loss: 1.1316
Epoch 1/3... Discriminator Loss: 1.1877... Generator Loss: 0.9734 Epoch 1/3... Discriminator Loss: 1.1643... Generator Loss: 0.8495 Epoch 1/3... Discriminator Loss: 1.1053... Generator Loss: 1.0885 Epoch 1/3... Discriminator Loss: 1.1777... Generator Loss: 0.7547 Epoch 1/3... Discriminator Loss: 1.1543... Generator Loss: 0.8011 Epoch 1/3... Discriminator Loss: 1.1937... Generator Loss: 1.0675 Epoch 1/3... Discriminator Loss: 1.2200... Generator Loss: 0.8180 Epoch 1/3... Discriminator Loss: 1.1860... Generator Loss: 1.0418 Epoch 1/3... Discriminator Loss: 1.1639... Generator Loss: 1.1522 Epoch 1/3... Discriminator Loss: 1.1656... Generator Loss: 0.9395 Epoch 1/3... Discriminator Loss: 1.1755... Generator Loss: 1.1045 Epoch 1/3... Discriminator Loss: 1.0976... Generator Loss: 1.0851 Epoch 1/3... Discriminator Loss: 1.1752... Generator Loss: 0.9984 Epoch 1/3... Discriminator Loss: 1.1130... Generator Loss: 0.9913 Epoch 1/3... Discriminator Loss: 1.1541... Generator Loss: 0.8342 Epoch 1/3... Discriminator Loss: 1.1044... Generator Loss: 0.9413 Epoch 1/3... Discriminator Loss: 1.0828... Generator Loss: 1.1198 Epoch 1/3... Discriminator Loss: 1.1000... Generator Loss: 1.0256 Epoch 1/3... Discriminator Loss: 1.1582... Generator Loss: 0.9397 Epoch 1/3... Discriminator Loss: 1.2709... Generator Loss: 0.7134
Epoch 1/3... Discriminator Loss: 1.1046... Generator Loss: 0.9978 Epoch 1/3... Discriminator Loss: 1.1003... Generator Loss: 1.1755 Epoch 1/3... Discriminator Loss: 1.3237... Generator Loss: 0.6796 Epoch 1/3... Discriminator Loss: 1.1230... Generator Loss: 1.0540 Epoch 1/3... Discriminator Loss: 1.1725... Generator Loss: 0.9492 Epoch 1/3... Discriminator Loss: 1.1507... Generator Loss: 1.0714 Epoch 1/3... Discriminator Loss: 1.1849... Generator Loss: 0.9876 Epoch 2/3... Discriminator Loss: 1.1433... Generator Loss: 0.8538 Epoch 2/3... Discriminator Loss: 1.2806... Generator Loss: 0.8714 Epoch 2/3... Discriminator Loss: 1.1948... Generator Loss: 0.9774 Epoch 2/3... Discriminator Loss: 1.2077... Generator Loss: 0.8392 Epoch 2/3... Discriminator Loss: 1.2475... Generator Loss: 1.0571 Epoch 2/3... Discriminator Loss: 1.2476... Generator Loss: 0.9308 Epoch 2/3... Discriminator Loss: 1.1719... Generator Loss: 0.8803 Epoch 2/3... Discriminator Loss: 1.2001... Generator Loss: 0.8998 Epoch 2/3... Discriminator Loss: 1.2071... Generator Loss: 1.0400 Epoch 2/3... Discriminator Loss: 1.2845... Generator Loss: 0.6687 Epoch 2/3... Discriminator Loss: 1.2756... Generator Loss: 0.8020 Epoch 2/3... Discriminator Loss: 1.2493... Generator Loss: 1.1815 Epoch 2/3... Discriminator Loss: 1.1799... Generator Loss: 1.0429
Epoch 2/3... Discriminator Loss: 1.2188... Generator Loss: 1.0002 Epoch 2/3... Discriminator Loss: 1.1815... Generator Loss: 1.1070 Epoch 2/3... Discriminator Loss: 1.2241... Generator Loss: 1.1796 Epoch 2/3... Discriminator Loss: 1.1579... Generator Loss: 1.2061 Epoch 2/3... Discriminator Loss: 1.2456... Generator Loss: 0.9168 Epoch 2/3... Discriminator Loss: 1.1368... Generator Loss: 1.0452 Epoch 2/3... Discriminator Loss: 1.2588... Generator Loss: 1.0708 Epoch 2/3... Discriminator Loss: 1.1549... Generator Loss: 1.1244 Epoch 2/3... Discriminator Loss: 1.1904... Generator Loss: 0.9776 Epoch 2/3... Discriminator Loss: 1.2105... Generator Loss: 0.9200 Epoch 2/3... Discriminator Loss: 1.2008... Generator Loss: 0.7950 Epoch 2/3... Discriminator Loss: 1.2343... Generator Loss: 1.1517 Epoch 2/3... Discriminator Loss: 1.1170... Generator Loss: 1.0392 Epoch 2/3... Discriminator Loss: 1.2469... Generator Loss: 0.8390 Epoch 2/3... Discriminator Loss: 1.3367... Generator Loss: 0.9577 Epoch 2/3... Discriminator Loss: 1.1272... Generator Loss: 1.1449 Epoch 2/3... Discriminator Loss: 1.2601... Generator Loss: 0.7677 Epoch 2/3... Discriminator Loss: 1.2327... Generator Loss: 0.7868 Epoch 2/3... Discriminator Loss: 1.2330... Generator Loss: 0.8995 Epoch 2/3... Discriminator Loss: 1.2679... Generator Loss: 1.0032
Epoch 2/3... Discriminator Loss: 1.2310... Generator Loss: 1.0042 Epoch 2/3... Discriminator Loss: 1.2735... Generator Loss: 0.9530 Epoch 2/3... Discriminator Loss: 1.2620... Generator Loss: 0.8981 Epoch 2/3... Discriminator Loss: 1.1829... Generator Loss: 0.9124 Epoch 2/3... Discriminator Loss: 1.2477... Generator Loss: 0.8741 Epoch 2/3... Discriminator Loss: 1.2405... Generator Loss: 0.8305 Epoch 2/3... Discriminator Loss: 1.2768... Generator Loss: 0.6751 Epoch 2/3... Discriminator Loss: 1.2512... Generator Loss: 0.7250 Epoch 2/3... Discriminator Loss: 1.2036... Generator Loss: 0.7533 Epoch 2/3... Discriminator Loss: 1.2537... Generator Loss: 1.0272 Epoch 2/3... Discriminator Loss: 1.2069... Generator Loss: 0.8876 Epoch 2/3... Discriminator Loss: 1.3035... Generator Loss: 0.7537 Epoch 2/3... Discriminator Loss: 1.1554... Generator Loss: 0.9248 Epoch 2/3... Discriminator Loss: 1.3077... Generator Loss: 0.7248 Epoch 2/3... Discriminator Loss: 1.2285... Generator Loss: 0.8783 Epoch 2/3... Discriminator Loss: 1.2716... Generator Loss: 0.7379 Epoch 2/3... Discriminator Loss: 1.2665... Generator Loss: 1.0252 Epoch 2/3... Discriminator Loss: 1.2645... Generator Loss: 1.0439 Epoch 2/3... Discriminator Loss: 1.3115... Generator Loss: 0.8481 Epoch 2/3... Discriminator Loss: 1.2324... Generator Loss: 1.0633
Epoch 2/3... Discriminator Loss: 1.2049... Generator Loss: 0.9506 Epoch 2/3... Discriminator Loss: 1.3710... Generator Loss: 0.7572 Epoch 2/3... Discriminator Loss: 1.1755... Generator Loss: 0.8182 Epoch 2/3... Discriminator Loss: 1.3338... Generator Loss: 0.7219 Epoch 2/3... Discriminator Loss: 1.2168... Generator Loss: 0.8552 Epoch 2/3... Discriminator Loss: 1.2318... Generator Loss: 0.9047 Epoch 2/3... Discriminator Loss: 1.2404... Generator Loss: 1.0559 Epoch 2/3... Discriminator Loss: 1.2460... Generator Loss: 0.7636 Epoch 2/3... Discriminator Loss: 1.2625... Generator Loss: 1.0034 Epoch 2/3... Discriminator Loss: 1.1810... Generator Loss: 0.8736 Epoch 2/3... Discriminator Loss: 1.2649... Generator Loss: 0.9293 Epoch 2/3... Discriminator Loss: 1.2544... Generator Loss: 0.8981 Epoch 2/3... Discriminator Loss: 1.2226... Generator Loss: 0.9890 Epoch 2/3... Discriminator Loss: 1.2655... Generator Loss: 0.9801 Epoch 2/3... Discriminator Loss: 1.2978... Generator Loss: 0.8475 Epoch 2/3... Discriminator Loss: 1.2139... Generator Loss: 0.8273 Epoch 2/3... Discriminator Loss: 1.2038... Generator Loss: 0.8564 Epoch 2/3... Discriminator Loss: 1.3100... Generator Loss: 0.7305 Epoch 2/3... Discriminator Loss: 1.2339... Generator Loss: 0.8653 Epoch 2/3... Discriminator Loss: 1.3107... Generator Loss: 0.6747
Epoch 2/3... Discriminator Loss: 1.2487... Generator Loss: 1.0213 Epoch 2/3... Discriminator Loss: 1.2210... Generator Loss: 1.1324 Epoch 2/3... Discriminator Loss: 1.2686... Generator Loss: 0.7668 Epoch 2/3... Discriminator Loss: 1.2148... Generator Loss: 0.8323 Epoch 2/3... Discriminator Loss: 1.2456... Generator Loss: 1.0367 Epoch 2/3... Discriminator Loss: 1.1441... Generator Loss: 0.8462 Epoch 2/3... Discriminator Loss: 1.2295... Generator Loss: 0.7936 Epoch 2/3... Discriminator Loss: 1.2042... Generator Loss: 0.8665 Epoch 2/3... Discriminator Loss: 1.2926... Generator Loss: 0.9217 Epoch 2/3... Discriminator Loss: 1.2031... Generator Loss: 0.8184 Epoch 2/3... Discriminator Loss: 1.2318... Generator Loss: 0.9660 Epoch 2/3... Discriminator Loss: 1.2574... Generator Loss: 0.8633 Epoch 2/3... Discriminator Loss: 1.2347... Generator Loss: 0.8022 Epoch 2/3... Discriminator Loss: 1.2134... Generator Loss: 0.9214 Epoch 2/3... Discriminator Loss: 1.2483... Generator Loss: 0.9176 Epoch 2/3... Discriminator Loss: 1.2662... Generator Loss: 0.9976 Epoch 2/3... Discriminator Loss: 1.3515... Generator Loss: 1.2329 Epoch 2/3... Discriminator Loss: 1.2227... Generator Loss: 1.0106 Epoch 2/3... Discriminator Loss: 1.2478... Generator Loss: 0.8011 Epoch 2/3... Discriminator Loss: 1.2065... Generator Loss: 0.8723
Epoch 2/3... Discriminator Loss: 1.3200... Generator Loss: 0.7049 Epoch 2/3... Discriminator Loss: 1.3062... Generator Loss: 0.6615 Epoch 2/3... Discriminator Loss: 1.1684... Generator Loss: 0.9043 Epoch 2/3... Discriminator Loss: 1.3475... Generator Loss: 0.7418 Epoch 2/3... Discriminator Loss: 1.2934... Generator Loss: 0.8126 Epoch 2/3... Discriminator Loss: 1.2937... Generator Loss: 0.8537 Epoch 2/3... Discriminator Loss: 1.2879... Generator Loss: 0.8872 Epoch 2/3... Discriminator Loss: 1.2766... Generator Loss: 0.8923 Epoch 2/3... Discriminator Loss: 1.2338... Generator Loss: 0.8530 Epoch 2/3... Discriminator Loss: 1.2544... Generator Loss: 0.9927 Epoch 2/3... Discriminator Loss: 1.1653... Generator Loss: 1.0515 Epoch 2/3... Discriminator Loss: 1.3518... Generator Loss: 0.9345 Epoch 2/3... Discriminator Loss: 1.2646... Generator Loss: 0.9191 Epoch 2/3... Discriminator Loss: 1.2502... Generator Loss: 1.1185 Epoch 2/3... Discriminator Loss: 1.2301... Generator Loss: 0.8480 Epoch 2/3... Discriminator Loss: 1.3180... Generator Loss: 0.7334 Epoch 2/3... Discriminator Loss: 1.1805... Generator Loss: 0.9664 Epoch 2/3... Discriminator Loss: 1.2429... Generator Loss: 0.9248 Epoch 2/3... Discriminator Loss: 1.2128... Generator Loss: 1.1815 Epoch 2/3... Discriminator Loss: 1.2002... Generator Loss: 0.8960
Epoch 2/3... Discriminator Loss: 1.2792... Generator Loss: 1.0028 Epoch 2/3... Discriminator Loss: 1.2163... Generator Loss: 0.9620 Epoch 2/3... Discriminator Loss: 1.2067... Generator Loss: 1.0259 Epoch 2/3... Discriminator Loss: 1.2773... Generator Loss: 0.8709 Epoch 2/3... Discriminator Loss: 1.2044... Generator Loss: 1.0064 Epoch 2/3... Discriminator Loss: 1.2658... Generator Loss: 0.9078 Epoch 2/3... Discriminator Loss: 1.2398... Generator Loss: 0.9149 Epoch 2/3... Discriminator Loss: 1.2038... Generator Loss: 0.9474 Epoch 2/3... Discriminator Loss: 1.3095... Generator Loss: 0.7479 Epoch 2/3... Discriminator Loss: 1.2703... Generator Loss: 0.8522 Epoch 2/3... Discriminator Loss: 1.2007... Generator Loss: 0.8734 Epoch 2/3... Discriminator Loss: 1.3235... Generator Loss: 0.7890 Epoch 2/3... Discriminator Loss: 1.1609... Generator Loss: 1.0063 Epoch 2/3... Discriminator Loss: 1.2990... Generator Loss: 0.8074 Epoch 2/3... Discriminator Loss: 1.2677... Generator Loss: 0.9102 Epoch 2/3... Discriminator Loss: 1.2236... Generator Loss: 1.0200 Epoch 2/3... Discriminator Loss: 1.2856... Generator Loss: 0.7692 Epoch 2/3... Discriminator Loss: 1.3009... Generator Loss: 0.8883 Epoch 2/3... Discriminator Loss: 1.2195... Generator Loss: 0.8278 Epoch 2/3... Discriminator Loss: 1.2749... Generator Loss: 0.8486
Epoch 2/3... Discriminator Loss: 1.2520... Generator Loss: 0.8128 Epoch 2/3... Discriminator Loss: 1.2580... Generator Loss: 0.8278 Epoch 2/3... Discriminator Loss: 1.3257... Generator Loss: 0.6917 Epoch 2/3... Discriminator Loss: 1.2405... Generator Loss: 0.8619 Epoch 2/3... Discriminator Loss: 1.3357... Generator Loss: 0.8998 Epoch 2/3... Discriminator Loss: 1.2382... Generator Loss: 0.9872 Epoch 2/3... Discriminator Loss: 1.3227... Generator Loss: 0.7006 Epoch 2/3... Discriminator Loss: 1.2301... Generator Loss: 0.7639 Epoch 2/3... Discriminator Loss: 1.1748... Generator Loss: 1.0001 Epoch 2/3... Discriminator Loss: 1.2756... Generator Loss: 1.0010 Epoch 2/3... Discriminator Loss: 1.2571... Generator Loss: 0.8032 Epoch 2/3... Discriminator Loss: 1.3271... Generator Loss: 0.8535 Epoch 2/3... Discriminator Loss: 1.3282... Generator Loss: 0.8423 Epoch 2/3... Discriminator Loss: 1.2592... Generator Loss: 0.8898 Epoch 2/3... Discriminator Loss: 1.3465... Generator Loss: 0.7740 Epoch 2/3... Discriminator Loss: 1.2949... Generator Loss: 0.8259 Epoch 2/3... Discriminator Loss: 1.2629... Generator Loss: 1.0515 Epoch 2/3... Discriminator Loss: 1.2179... Generator Loss: 0.9194 Epoch 2/3... Discriminator Loss: 1.3173... Generator Loss: 0.7385 Epoch 2/3... Discriminator Loss: 1.2540... Generator Loss: 0.7842
Epoch 2/3... Discriminator Loss: 1.1779... Generator Loss: 1.0465 Epoch 2/3... Discriminator Loss: 1.2585... Generator Loss: 0.8882 Epoch 2/3... Discriminator Loss: 1.2415... Generator Loss: 1.0192 Epoch 2/3... Discriminator Loss: 1.2933... Generator Loss: 0.8559 Epoch 2/3... Discriminator Loss: 1.2048... Generator Loss: 0.8679 Epoch 2/3... Discriminator Loss: 1.3268... Generator Loss: 0.9951 Epoch 2/3... Discriminator Loss: 1.1774... Generator Loss: 0.9475 Epoch 2/3... Discriminator Loss: 1.2300... Generator Loss: 0.8048 Epoch 2/3... Discriminator Loss: 1.2950... Generator Loss: 0.8013 Epoch 2/3... Discriminator Loss: 1.2803... Generator Loss: 0.9546 Epoch 2/3... Discriminator Loss: 1.3077... Generator Loss: 0.8159 Epoch 2/3... Discriminator Loss: 1.2168... Generator Loss: 0.8002 Epoch 2/3... Discriminator Loss: 1.3182... Generator Loss: 0.7213 Epoch 2/3... Discriminator Loss: 1.2056... Generator Loss: 0.9956 Epoch 2/3... Discriminator Loss: 1.3047... Generator Loss: 0.7731 Epoch 2/3... Discriminator Loss: 1.2385... Generator Loss: 0.7339 Epoch 2/3... Discriminator Loss: 1.2324... Generator Loss: 0.9397 Epoch 2/3... Discriminator Loss: 1.2219... Generator Loss: 0.9561 Epoch 2/3... Discriminator Loss: 1.2616... Generator Loss: 0.9694 Epoch 2/3... Discriminator Loss: 1.3256... Generator Loss: 0.9557
Epoch 2/3... Discriminator Loss: 1.1991... Generator Loss: 1.0943 Epoch 2/3... Discriminator Loss: 1.1683... Generator Loss: 0.9044 Epoch 2/3... Discriminator Loss: 1.2054... Generator Loss: 1.0466 Epoch 2/3... Discriminator Loss: 1.3443... Generator Loss: 0.8303 Epoch 2/3... Discriminator Loss: 1.2541... Generator Loss: 1.0756 Epoch 2/3... Discriminator Loss: 1.2525... Generator Loss: 0.9253 Epoch 2/3... Discriminator Loss: 1.2778... Generator Loss: 0.7713 Epoch 2/3... Discriminator Loss: 1.2620... Generator Loss: 0.8221 Epoch 2/3... Discriminator Loss: 1.3104... Generator Loss: 0.7342 Epoch 2/3... Discriminator Loss: 1.3202... Generator Loss: 0.8853 Epoch 2/3... Discriminator Loss: 1.2451... Generator Loss: 0.8729 Epoch 2/3... Discriminator Loss: 1.2746... Generator Loss: 0.9721 Epoch 2/3... Discriminator Loss: 1.2646... Generator Loss: 0.7354 Epoch 2/3... Discriminator Loss: 1.3137... Generator Loss: 0.7306 Epoch 3/3... Discriminator Loss: 1.2068... Generator Loss: 0.8893 Epoch 3/3... Discriminator Loss: 1.2974... Generator Loss: 0.8749 Epoch 3/3... Discriminator Loss: 1.2769... Generator Loss: 0.9261 Epoch 3/3... Discriminator Loss: 1.2256... Generator Loss: 1.0550 Epoch 3/3... Discriminator Loss: 1.2316... Generator Loss: 1.0843 Epoch 3/3... Discriminator Loss: 1.3046... Generator Loss: 0.9467
Epoch 3/3... Discriminator Loss: 1.2198... Generator Loss: 0.8875 Epoch 3/3... Discriminator Loss: 1.2494... Generator Loss: 0.8539 Epoch 3/3... Discriminator Loss: 1.2761... Generator Loss: 0.8769 Epoch 3/3... Discriminator Loss: 1.2395... Generator Loss: 0.8824 Epoch 3/3... Discriminator Loss: 1.2512... Generator Loss: 0.9453 Epoch 3/3... Discriminator Loss: 1.2113... Generator Loss: 1.0930 Epoch 3/3... Discriminator Loss: 1.1914... Generator Loss: 1.0191 Epoch 3/3... Discriminator Loss: 1.2861... Generator Loss: 0.8589 Epoch 3/3... Discriminator Loss: 1.3179... Generator Loss: 0.8256 Epoch 3/3... Discriminator Loss: 1.2050... Generator Loss: 0.9259 Epoch 3/3... Discriminator Loss: 1.3141... Generator Loss: 0.8291 Epoch 3/3... Discriminator Loss: 1.3449... Generator Loss: 0.7780 Epoch 3/3... Discriminator Loss: 1.2876... Generator Loss: 0.9510 Epoch 3/3... Discriminator Loss: 1.1724... Generator Loss: 1.0374 Epoch 3/3... Discriminator Loss: 1.2598... Generator Loss: 0.8574 Epoch 3/3... Discriminator Loss: 1.3113... Generator Loss: 0.7513 Epoch 3/3... Discriminator Loss: 1.2309... Generator Loss: 0.8744 Epoch 3/3... Discriminator Loss: 1.2870... Generator Loss: 0.8307 Epoch 3/3... Discriminator Loss: 1.2375... Generator Loss: 0.8729 Epoch 3/3... Discriminator Loss: 1.1983... Generator Loss: 0.8583
Epoch 3/3... Discriminator Loss: 1.2575... Generator Loss: 0.7879 Epoch 3/3... Discriminator Loss: 1.3025... Generator Loss: 0.7193 Epoch 3/3... Discriminator Loss: 1.2399... Generator Loss: 0.8538 Epoch 3/3... Discriminator Loss: 1.2491... Generator Loss: 0.9712 Epoch 3/3... Discriminator Loss: 1.3793... Generator Loss: 0.5967 Epoch 3/3... Discriminator Loss: 1.2971... Generator Loss: 0.7743 Epoch 3/3... Discriminator Loss: 1.2524... Generator Loss: 0.8310 Epoch 3/3... Discriminator Loss: 1.3217... Generator Loss: 0.7517 Epoch 3/3... Discriminator Loss: 1.2563... Generator Loss: 0.9727 Epoch 3/3... Discriminator Loss: 1.2610... Generator Loss: 1.0401 Epoch 3/3... Discriminator Loss: 1.3018... Generator Loss: 0.8129 Epoch 3/3... Discriminator Loss: 1.1703... Generator Loss: 0.9191 Epoch 3/3... Discriminator Loss: 1.3179... Generator Loss: 0.7469 Epoch 3/3... Discriminator Loss: 1.2892... Generator Loss: 0.8451 Epoch 3/3... Discriminator Loss: 1.2350... Generator Loss: 0.9310 Epoch 3/3... Discriminator Loss: 1.2677... Generator Loss: 0.8284 Epoch 3/3... Discriminator Loss: 1.3133... Generator Loss: 0.7372 Epoch 3/3... Discriminator Loss: 1.2501... Generator Loss: 0.8621 Epoch 3/3... Discriminator Loss: 1.3161... Generator Loss: 1.0535 Epoch 3/3... Discriminator Loss: 1.2216... Generator Loss: 0.9041
Epoch 3/3... Discriminator Loss: 1.3300... Generator Loss: 0.7973 Epoch 3/3... Discriminator Loss: 1.2979... Generator Loss: 0.8424 Epoch 3/3... Discriminator Loss: 1.2566... Generator Loss: 0.7130 Epoch 3/3... Discriminator Loss: 1.2957... Generator Loss: 0.7998 Epoch 3/3... Discriminator Loss: 1.2955... Generator Loss: 0.8259 Epoch 3/3... Discriminator Loss: 1.3281... Generator Loss: 0.7517 Epoch 3/3... Discriminator Loss: 1.2644... Generator Loss: 0.8198 Epoch 3/3... Discriminator Loss: 1.2058... Generator Loss: 1.0466 Epoch 3/3... Discriminator Loss: 1.2201... Generator Loss: 0.9088 Epoch 3/3... Discriminator Loss: 1.2789... Generator Loss: 0.8535 Epoch 3/3... Discriminator Loss: 1.2683... Generator Loss: 0.9729 Epoch 3/3... Discriminator Loss: 1.2612... Generator Loss: 0.8741 Epoch 3/3... Discriminator Loss: 1.2224... Generator Loss: 0.7996 Epoch 3/3... Discriminator Loss: 1.2911... Generator Loss: 0.7825 Epoch 3/3... Discriminator Loss: 1.3108... Generator Loss: 0.8258 Epoch 3/3... Discriminator Loss: 1.3058... Generator Loss: 0.7980 Epoch 3/3... Discriminator Loss: 1.3258... Generator Loss: 0.8921 Epoch 3/3... Discriminator Loss: 1.1836... Generator Loss: 0.9478 Epoch 3/3... Discriminator Loss: 1.2214... Generator Loss: 0.8734 Epoch 3/3... Discriminator Loss: 1.2098... Generator Loss: 0.8944
Epoch 3/3... Discriminator Loss: 1.2786... Generator Loss: 0.8437 Epoch 3/3... Discriminator Loss: 1.2253... Generator Loss: 0.8763 Epoch 3/3... Discriminator Loss: 1.2847... Generator Loss: 0.9502 Epoch 3/3... Discriminator Loss: 1.2736... Generator Loss: 1.1106 Epoch 3/3... Discriminator Loss: 1.2380... Generator Loss: 0.8393 Epoch 3/3... Discriminator Loss: 1.3260... Generator Loss: 0.9009 Epoch 3/3... Discriminator Loss: 1.3353... Generator Loss: 0.8878 Epoch 3/3... Discriminator Loss: 1.1962... Generator Loss: 0.8133 Epoch 3/3... Discriminator Loss: 1.2517... Generator Loss: 0.9754 Epoch 3/3... Discriminator Loss: 1.2873... Generator Loss: 0.8001 Epoch 3/3... Discriminator Loss: 1.2862... Generator Loss: 0.8133 Epoch 3/3... Discriminator Loss: 1.3002... Generator Loss: 0.9048 Epoch 3/3... Discriminator Loss: 1.3016... Generator Loss: 0.7418 Epoch 3/3... Discriminator Loss: 1.1996... Generator Loss: 0.9520 Epoch 3/3... Discriminator Loss: 1.2629... Generator Loss: 0.9265 Epoch 3/3... Discriminator Loss: 1.2216... Generator Loss: 0.9132 Epoch 3/3... Discriminator Loss: 1.2564... Generator Loss: 0.9988 Epoch 3/3... Discriminator Loss: 1.2592... Generator Loss: 0.7880 Epoch 3/3... Discriminator Loss: 1.2101... Generator Loss: 0.9240 Epoch 3/3... Discriminator Loss: 1.2834... Generator Loss: 0.8397
Epoch 3/3... Discriminator Loss: 1.3443... Generator Loss: 0.8265 Epoch 3/3... Discriminator Loss: 1.1931... Generator Loss: 1.1792 Epoch 3/3... Discriminator Loss: 1.2660... Generator Loss: 0.9226 Epoch 3/3... Discriminator Loss: 1.3392... Generator Loss: 0.7134 Epoch 3/3... Discriminator Loss: 1.2555... Generator Loss: 0.8355 Epoch 3/3... Discriminator Loss: 1.1927... Generator Loss: 0.9679 Epoch 3/3... Discriminator Loss: 1.2662... Generator Loss: 0.7880 Epoch 3/3... Discriminator Loss: 1.2680... Generator Loss: 0.8952 Epoch 3/3... Discriminator Loss: 1.3044... Generator Loss: 0.9335 Epoch 3/3... Discriminator Loss: 1.3239... Generator Loss: 0.9147 Epoch 3/3... Discriminator Loss: 1.2972... Generator Loss: 0.7749 Epoch 3/3... Discriminator Loss: 1.2221... Generator Loss: 0.8733 Epoch 3/3... Discriminator Loss: 1.2008... Generator Loss: 1.0265 Epoch 3/3... Discriminator Loss: 1.3339... Generator Loss: 0.9317 Epoch 3/3... Discriminator Loss: 1.2097... Generator Loss: 0.9047 Epoch 3/3... Discriminator Loss: 1.2277... Generator Loss: 1.0307 Epoch 3/3... Discriminator Loss: 1.2268... Generator Loss: 0.9497 Epoch 3/3... Discriminator Loss: 1.2268... Generator Loss: 0.8581 Epoch 3/3... Discriminator Loss: 1.2890... Generator Loss: 0.8731 Epoch 3/3... Discriminator Loss: 1.2723... Generator Loss: 1.0328
Epoch 3/3... Discriminator Loss: 1.2753... Generator Loss: 0.9736 Epoch 3/3... Discriminator Loss: 1.2497... Generator Loss: 0.9943 Epoch 3/3... Discriminator Loss: 1.2065... Generator Loss: 0.9196 Epoch 3/3... Discriminator Loss: 1.2754... Generator Loss: 0.7678 Epoch 3/3... Discriminator Loss: 1.3152... Generator Loss: 0.7845 Epoch 3/3... Discriminator Loss: 1.2804... Generator Loss: 0.9415 Epoch 3/3... Discriminator Loss: 1.2628... Generator Loss: 0.9900 Epoch 3/3... Discriminator Loss: 1.3090... Generator Loss: 0.9136 Epoch 3/3... Discriminator Loss: 1.2961... Generator Loss: 0.7761 Epoch 3/3... Discriminator Loss: 1.3110... Generator Loss: 0.8716 Epoch 3/3... Discriminator Loss: 1.2473... Generator Loss: 0.9973 Epoch 3/3... Discriminator Loss: 1.2579... Generator Loss: 0.8409 Epoch 3/3... Discriminator Loss: 1.3047... Generator Loss: 0.9256 Epoch 3/3... Discriminator Loss: 1.2869... Generator Loss: 0.9164 Epoch 3/3... Discriminator Loss: 1.2742... Generator Loss: 0.8760 Epoch 3/3... Discriminator Loss: 1.2616... Generator Loss: 1.0528 Epoch 3/3... Discriminator Loss: 1.2952... Generator Loss: 0.8715 Epoch 3/3... Discriminator Loss: 1.1943... Generator Loss: 0.8084 Epoch 3/3... Discriminator Loss: 1.3227... Generator Loss: 0.8153 Epoch 3/3... Discriminator Loss: 1.2709... Generator Loss: 0.9596
Epoch 3/3... Discriminator Loss: 1.2572... Generator Loss: 0.8070 Epoch 3/3... Discriminator Loss: 1.2790... Generator Loss: 0.9260 Epoch 3/3... Discriminator Loss: 1.2918... Generator Loss: 0.8628 Epoch 3/3... Discriminator Loss: 1.2413... Generator Loss: 0.8104 Epoch 3/3... Discriminator Loss: 1.3421... Generator Loss: 1.0929 Epoch 3/3... Discriminator Loss: 1.3092... Generator Loss: 0.8029 Epoch 3/3... Discriminator Loss: 1.3543... Generator Loss: 0.8395 Epoch 3/3... Discriminator Loss: 1.3532... Generator Loss: 0.7979 Epoch 3/3... Discriminator Loss: 1.2648... Generator Loss: 0.8250 Epoch 3/3... Discriminator Loss: 1.2493... Generator Loss: 0.8725 Epoch 3/3... Discriminator Loss: 1.2569... Generator Loss: 0.8066 Epoch 3/3... Discriminator Loss: 1.2638... Generator Loss: 0.7744 Epoch 3/3... Discriminator Loss: 1.3561... Generator Loss: 0.6789 Epoch 3/3... Discriminator Loss: 1.1857... Generator Loss: 0.9691 Epoch 3/3... Discriminator Loss: 1.3254... Generator Loss: 0.8210 Epoch 3/3... Discriminator Loss: 1.2639... Generator Loss: 0.8842 Epoch 3/3... Discriminator Loss: 1.2480... Generator Loss: 1.0374 Epoch 3/3... Discriminator Loss: 1.3719... Generator Loss: 0.8021 Epoch 3/3... Discriminator Loss: 1.2912... Generator Loss: 0.8206 Epoch 3/3... Discriminator Loss: 1.2877... Generator Loss: 0.7702
Epoch 3/3... Discriminator Loss: 1.2684... Generator Loss: 0.9471 Epoch 3/3... Discriminator Loss: 1.2073... Generator Loss: 0.9213 Epoch 3/3... Discriminator Loss: 1.2550... Generator Loss: 0.8380 Epoch 3/3... Discriminator Loss: 1.2932... Generator Loss: 0.7732 Epoch 3/3... Discriminator Loss: 1.1705... Generator Loss: 0.9685 Epoch 3/3... Discriminator Loss: 1.2248... Generator Loss: 0.9207 Epoch 3/3... Discriminator Loss: 1.3385... Generator Loss: 0.8323 Epoch 3/3... Discriminator Loss: 1.2749... Generator Loss: 0.8143 Epoch 3/3... Discriminator Loss: 1.2486... Generator Loss: 0.8610 Epoch 3/3... Discriminator Loss: 1.2789... Generator Loss: 0.7400 Epoch 3/3... Discriminator Loss: 1.3307... Generator Loss: 1.1392 Epoch 3/3... Discriminator Loss: 1.3268... Generator Loss: 0.8348 Epoch 3/3... Discriminator Loss: 1.2874... Generator Loss: 0.8786 Epoch 3/3... Discriminator Loss: 1.3341... Generator Loss: 0.8067 Epoch 3/3... Discriminator Loss: 1.3058... Generator Loss: 0.9638 Epoch 3/3... Discriminator Loss: 1.2440... Generator Loss: 0.8726 Epoch 3/3... Discriminator Loss: 1.2092... Generator Loss: 0.8944 Epoch 3/3... Discriminator Loss: 1.3755... Generator Loss: 0.7872 Epoch 3/3... Discriminator Loss: 1.3251... Generator Loss: 0.7160 Epoch 3/3... Discriminator Loss: 1.3018... Generator Loss: 0.9089
Epoch 3/3... Discriminator Loss: 1.2614... Generator Loss: 0.8771 Epoch 3/3... Discriminator Loss: 1.2569... Generator Loss: 0.9192 Epoch 3/3... Discriminator Loss: 1.3429... Generator Loss: 0.9129 Epoch 3/3... Discriminator Loss: 1.2434... Generator Loss: 0.8912 Epoch 3/3... Discriminator Loss: 1.2450... Generator Loss: 0.9984 Epoch 3/3... Discriminator Loss: 1.2936... Generator Loss: 0.9297 Epoch 3/3... Discriminator Loss: 1.2745... Generator Loss: 0.8711 Epoch 3/3... Discriminator Loss: 1.2651... Generator Loss: 0.8864 Epoch 3/3... Discriminator Loss: 1.2911... Generator Loss: 0.8577 Epoch 3/3... Discriminator Loss: 1.2846... Generator Loss: 0.8031 Epoch 3/3... Discriminator Loss: 1.3321... Generator Loss: 0.8636 Epoch 3/3... Discriminator Loss: 1.2923... Generator Loss: 0.7928 Epoch 3/3... Discriminator Loss: 1.2767... Generator Loss: 0.8724 Epoch 3/3... Discriminator Loss: 1.2724... Generator Loss: 0.9925 Epoch 3/3... Discriminator Loss: 1.3222... Generator Loss: 0.9694 Epoch 3/3... Discriminator Loss: 1.2889... Generator Loss: 0.8175 Epoch 3/3... Discriminator Loss: 1.2743... Generator Loss: 0.9242 Epoch 3/3... Discriminator Loss: 1.2469... Generator Loss: 0.8394 Epoch 3/3... Discriminator Loss: 1.2892... Generator Loss: 0.8311 Epoch 3/3... Discriminator Loss: 1.3805... Generator Loss: 0.8947
Epoch 3/3... Discriminator Loss: 1.2862... Generator Loss: 0.8229 Epoch 3/3... Discriminator Loss: 1.3048... Generator Loss: 0.8887
Run your GANs on CelebA. It will take around 20 minutes on the average GPU to run one epoch. You can run the whole epoch or stop when it starts to generate realistic faces.
batch_size = 64
z_dim = 100
learning_rate = 0.0002
beta1 = 0.2
alpha = 0.08
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
epochs = 8
celeba_dataset = helper.Dataset('celeba', glob(os.path.join(data_dir, 'img_align_celeba/*.jpg')))
with tf.Graph().as_default():
train(epochs, batch_size, z_dim, learning_rate, beta1, celeba_dataset.get_batches,
celeba_dataset.shape, celeba_dataset.image_mode)
Shape: (202599, 28, 28, 3)
Learning rate: 0.0002
Tensor("input_real:0", shape=(?, 28, 28, 3), dtype=float32)
Tensor("input_z:0", shape=(?, 100), dtype=float32)
Epoch 1/8... Discriminator Loss: 2.4932... Generator Loss: 0.1610
Epoch 1/8... Discriminator Loss: 2.1317... Generator Loss: 0.2110
Epoch 1/8... Discriminator Loss: 3.9330... Generator Loss: 0.0359
Epoch 1/8... Discriminator Loss: 1.3455... Generator Loss: 0.6105
Epoch 1/8... Discriminator Loss: 0.9140... Generator Loss: 1.0055
Epoch 1/8... Discriminator Loss: 0.8036... Generator Loss: 1.1480
Epoch 1/8... Discriminator Loss: 0.7104... Generator Loss: 1.3240
Epoch 1/8... Discriminator Loss: 2.5623... Generator Loss: 0.1350
Epoch 1/8... Discriminator Loss: 0.9775... Generator Loss: 1.3277
Epoch 1/8... Discriminator Loss: 3.2330... Generator Loss: 0.0982
Epoch 1/8... Discriminator Loss: 1.7917... Generator Loss: 0.4285
Epoch 1/8... Discriminator Loss: 1.5159... Generator Loss: 0.7066
Epoch 1/8... Discriminator Loss: 1.5382... Generator Loss: 0.4320
Epoch 1/8... Discriminator Loss: 1.4265... Generator Loss: 1.7554
Epoch 1/8... Discriminator Loss: 1.5612... Generator Loss: 0.4957
Epoch 1/8... Discriminator Loss: 1.2405... Generator Loss: 1.2701
Epoch 1/8... Discriminator Loss: 1.9767... Generator Loss: 0.2910
Epoch 1/8... Discriminator Loss: 1.8935... Generator Loss: 2.0352
Epoch 1/8... Discriminator Loss: 2.0190... Generator Loss: 0.2271
Epoch 1/8... Discriminator Loss: 1.5136... Generator Loss: 1.4527
Epoch 1/8... Discriminator Loss: 1.5815... Generator Loss: 0.4022 Epoch 1/8... Discriminator Loss: 1.6513... Generator Loss: 1.5575 Epoch 1/8... Discriminator Loss: 1.4737... Generator Loss: 0.4782 Epoch 1/8... Discriminator Loss: 1.3762... Generator Loss: 1.5433 Epoch 1/8... Discriminator Loss: 1.7064... Generator Loss: 0.3573 Epoch 1/8... Discriminator Loss: 1.4286... Generator Loss: 1.2672 Epoch 1/8... Discriminator Loss: 1.6830... Generator Loss: 0.3422 Epoch 1/8... Discriminator Loss: 1.2554... Generator Loss: 1.6057 Epoch 1/8... Discriminator Loss: 0.9129... Generator Loss: 1.0918 Epoch 1/8... Discriminator Loss: 1.4548... Generator Loss: 2.5926 Epoch 1/8... Discriminator Loss: 1.4382... Generator Loss: 0.4672 Epoch 1/8... Discriminator Loss: 1.0843... Generator Loss: 3.0134 Epoch 1/8... Discriminator Loss: 1.7088... Generator Loss: 0.3598 Epoch 1/8... Discriminator Loss: 0.8436... Generator Loss: 1.5302 Epoch 1/8... Discriminator Loss: 0.7433... Generator Loss: 1.3263 Epoch 1/8... Discriminator Loss: 1.2778... Generator Loss: 3.5281 Epoch 1/8... Discriminator Loss: 1.2086... Generator Loss: 0.6560 Epoch 1/8... Discriminator Loss: 1.0050... Generator Loss: 0.8204 Epoch 1/8... Discriminator Loss: 0.5001... Generator Loss: 2.3793 Epoch 1/8... Discriminator Loss: 0.7416... Generator Loss: 1.2659
Epoch 1/8... Discriminator Loss: 0.6045... Generator Loss: 2.7066 Epoch 1/8... Discriminator Loss: 1.0983... Generator Loss: 0.7021 Epoch 1/8... Discriminator Loss: 0.5353... Generator Loss: 2.6021 Epoch 1/8... Discriminator Loss: 1.3699... Generator Loss: 0.4829 Epoch 1/8... Discriminator Loss: 1.4529... Generator Loss: 1.8569 Epoch 1/8... Discriminator Loss: 1.0691... Generator Loss: 3.1131 Epoch 1/8... Discriminator Loss: 0.6125... Generator Loss: 1.8144 Epoch 1/8... Discriminator Loss: 0.6227... Generator Loss: 3.6537 Epoch 1/8... Discriminator Loss: 1.3095... Generator Loss: 0.5313 Epoch 1/8... Discriminator Loss: 0.6893... Generator Loss: 1.3883 Epoch 1/8... Discriminator Loss: 0.6138... Generator Loss: 3.3494 Epoch 1/8... Discriminator Loss: 0.5478... Generator Loss: 1.9602 Epoch 1/8... Discriminator Loss: 0.4511... Generator Loss: 2.9204 Epoch 1/8... Discriminator Loss: 0.4382... Generator Loss: 3.0086 Epoch 1/8... Discriminator Loss: 0.4965... Generator Loss: 3.0497 Epoch 1/8... Discriminator Loss: 0.6833... Generator Loss: 1.3522 Epoch 1/8... Discriminator Loss: 1.2420... Generator Loss: 3.7890 Epoch 1/8... Discriminator Loss: 0.4646... Generator Loss: 2.6278 Epoch 1/8... Discriminator Loss: 0.4777... Generator Loss: 2.3260 Epoch 1/8... Discriminator Loss: 0.4654... Generator Loss: 4.4528
Epoch 1/8... Discriminator Loss: 0.5616... Generator Loss: 1.8744 Epoch 1/8... Discriminator Loss: 0.3808... Generator Loss: 4.2102 Epoch 1/8... Discriminator Loss: 0.5538... Generator Loss: 1.8796 Epoch 1/8... Discriminator Loss: 0.4850... Generator Loss: 4.0952 Epoch 1/8... Discriminator Loss: 0.3925... Generator Loss: 3.3483 Epoch 1/8... Discriminator Loss: 0.5358... Generator Loss: 4.8815 Epoch 1/8... Discriminator Loss: 0.3673... Generator Loss: 4.0647 Epoch 1/8... Discriminator Loss: 0.4811... Generator Loss: 5.3786 Epoch 1/8... Discriminator Loss: 0.7648... Generator Loss: 1.2035 Epoch 1/8... Discriminator Loss: 0.7138... Generator Loss: 5.0592 Epoch 1/8... Discriminator Loss: 1.8548... Generator Loss: 5.1378 Epoch 1/8... Discriminator Loss: 1.6398... Generator Loss: 0.3568 Epoch 1/8... Discriminator Loss: 0.7530... Generator Loss: 1.8801 Epoch 1/8... Discriminator Loss: 0.7840... Generator Loss: 1.2386 Epoch 1/8... Discriminator Loss: 0.9964... Generator Loss: 4.6712 Epoch 1/8... Discriminator Loss: 0.4281... Generator Loss: 5.4229 Epoch 1/8... Discriminator Loss: 0.4712... Generator Loss: 6.5111 Epoch 1/8... Discriminator Loss: 0.4452... Generator Loss: 2.8121 Epoch 1/8... Discriminator Loss: 0.8576... Generator Loss: 3.4411 Epoch 1/8... Discriminator Loss: 0.4599... Generator Loss: 5.2417
Epoch 1/8... Discriminator Loss: 0.3900... Generator Loss: 3.5271 Epoch 1/8... Discriminator Loss: 0.5987... Generator Loss: 1.6915 Epoch 1/8... Discriminator Loss: 1.4887... Generator Loss: 3.8948 Epoch 1/8... Discriminator Loss: 1.0371... Generator Loss: 0.7756 Epoch 1/8... Discriminator Loss: 0.4394... Generator Loss: 3.9671 Epoch 1/8... Discriminator Loss: 0.4816... Generator Loss: 3.8934 Epoch 1/8... Discriminator Loss: 0.4120... Generator Loss: 2.9916 Epoch 1/8... Discriminator Loss: 0.3607... Generator Loss: 5.2824 Epoch 1/8... Discriminator Loss: 0.3526... Generator Loss: 5.8618 Epoch 1/8... Discriminator Loss: 0.4372... Generator Loss: 2.6630 Epoch 1/8... Discriminator Loss: 0.3944... Generator Loss: 3.1737 Epoch 1/8... Discriminator Loss: 1.7752... Generator Loss: 4.7955 Epoch 1/8... Discriminator Loss: 0.7070... Generator Loss: 1.3757 Epoch 1/8... Discriminator Loss: 0.5647... Generator Loss: 3.8721 Epoch 1/8... Discriminator Loss: 0.6774... Generator Loss: 1.5083 Epoch 1/8... Discriminator Loss: 0.7188... Generator Loss: 5.6647 Epoch 1/8... Discriminator Loss: 0.4361... Generator Loss: 3.0787 Epoch 1/8... Discriminator Loss: 0.9687... Generator Loss: 5.9411 Epoch 1/8... Discriminator Loss: 0.3679... Generator Loss: 4.2945 Epoch 1/8... Discriminator Loss: 0.4566... Generator Loss: 4.3698
Epoch 1/8... Discriminator Loss: 0.3968... Generator Loss: 3.5595 Epoch 1/8... Discriminator Loss: 1.4217... Generator Loss: 3.6908 Epoch 1/8... Discriminator Loss: 0.3736... Generator Loss: 3.7876 Epoch 1/8... Discriminator Loss: 0.4396... Generator Loss: 3.2361 Epoch 1/8... Discriminator Loss: 2.0522... Generator Loss: 4.2414 Epoch 1/8... Discriminator Loss: 0.6817... Generator Loss: 1.4578 Epoch 1/8... Discriminator Loss: 0.5396... Generator Loss: 3.6888 Epoch 1/8... Discriminator Loss: 0.4655... Generator Loss: 2.6487 Epoch 1/8... Discriminator Loss: 0.6466... Generator Loss: 5.4141 Epoch 1/8... Discriminator Loss: 0.4500... Generator Loss: 4.1136 Epoch 1/8... Discriminator Loss: 0.4939... Generator Loss: 2.2410 Epoch 1/8... Discriminator Loss: 0.4472... Generator Loss: 4.8762 Epoch 1/8... Discriminator Loss: 0.5895... Generator Loss: 1.9577 Epoch 1/8... Discriminator Loss: 0.5404... Generator Loss: 3.7620 Epoch 1/8... Discriminator Loss: 0.4542... Generator Loss: 3.4601 Epoch 1/8... Discriminator Loss: 1.0423... Generator Loss: 5.1043 Epoch 1/8... Discriminator Loss: 0.5499... Generator Loss: 4.8359 Epoch 1/8... Discriminator Loss: 0.4407... Generator Loss: 2.7755 Epoch 1/8... Discriminator Loss: 1.0862... Generator Loss: 3.6536 Epoch 1/8... Discriminator Loss: 0.4142... Generator Loss: 3.6067
Epoch 1/8... Discriminator Loss: 0.4129... Generator Loss: 3.0315 Epoch 1/8... Discriminator Loss: 0.4338... Generator Loss: 4.6359 Epoch 1/8... Discriminator Loss: 0.4952... Generator Loss: 4.5443 Epoch 1/8... Discriminator Loss: 0.3993... Generator Loss: 4.6362 Epoch 1/8... Discriminator Loss: 0.4902... Generator Loss: 2.2923 Epoch 1/8... Discriminator Loss: 1.9589... Generator Loss: 2.1767 Epoch 1/8... Discriminator Loss: 1.0881... Generator Loss: 0.7289 Epoch 1/8... Discriminator Loss: 0.9587... Generator Loss: 1.7928 Epoch 1/8... Discriminator Loss: 0.5443... Generator Loss: 1.9360 Epoch 1/8... Discriminator Loss: 0.8142... Generator Loss: 3.2917 Epoch 1/8... Discriminator Loss: 0.5623... Generator Loss: 1.8491 Epoch 1/8... Discriminator Loss: 0.4716... Generator Loss: 2.7698 Epoch 1/8... Discriminator Loss: 0.5763... Generator Loss: 3.9523 Epoch 1/8... Discriminator Loss: 0.5294... Generator Loss: 3.5996 Epoch 1/8... Discriminator Loss: 1.3027... Generator Loss: 0.5989 Epoch 1/8... Discriminator Loss: 0.8998... Generator Loss: 2.2830 Epoch 1/8... Discriminator Loss: 0.8102... Generator Loss: 1.2048 Epoch 1/8... Discriminator Loss: 0.5956... Generator Loss: 3.5082 Epoch 1/8... Discriminator Loss: 0.5778... Generator Loss: 3.1179 Epoch 1/8... Discriminator Loss: 0.5883... Generator Loss: 1.7428
Epoch 1/8... Discriminator Loss: 0.9300... Generator Loss: 3.7541 Epoch 1/8... Discriminator Loss: 0.4426... Generator Loss: 2.7987 Epoch 1/8... Discriminator Loss: 0.4967... Generator Loss: 3.8464 Epoch 1/8... Discriminator Loss: 0.5121... Generator Loss: 2.2536 Epoch 1/8... Discriminator Loss: 0.4876... Generator Loss: 3.2195 Epoch 1/8... Discriminator Loss: 1.1898... Generator Loss: 4.1403 Epoch 1/8... Discriminator Loss: 0.4119... Generator Loss: 3.3613 Epoch 1/8... Discriminator Loss: 0.9849... Generator Loss: 0.8731 Epoch 1/8... Discriminator Loss: 0.4726... Generator Loss: 3.7029 Epoch 1/8... Discriminator Loss: 0.5996... Generator Loss: 1.7259 Epoch 1/8... Discriminator Loss: 0.6439... Generator Loss: 4.5052 Epoch 1/8... Discriminator Loss: 0.4560... Generator Loss: 3.7598 Epoch 1/8... Discriminator Loss: 0.4678... Generator Loss: 4.0682 Epoch 1/8... Discriminator Loss: 0.4653... Generator Loss: 2.6815 Epoch 1/8... Discriminator Loss: 0.4827... Generator Loss: 4.2681 Epoch 1/8... Discriminator Loss: 0.4117... Generator Loss: 2.9292 Epoch 1/8... Discriminator Loss: 0.4819... Generator Loss: 4.3004 Epoch 1/8... Discriminator Loss: 0.4230... Generator Loss: 2.8933 Epoch 1/8... Discriminator Loss: 1.2804... Generator Loss: 4.8427 Epoch 1/8... Discriminator Loss: 0.9281... Generator Loss: 1.0143
Epoch 1/8... Discriminator Loss: 0.5550... Generator Loss: 3.6460 Epoch 1/8... Discriminator Loss: 0.5078... Generator Loss: 4.1913 Epoch 1/8... Discriminator Loss: 0.5156... Generator Loss: 2.2364 Epoch 1/8... Discriminator Loss: 0.6573... Generator Loss: 4.5262 Epoch 1/8... Discriminator Loss: 0.5980... Generator Loss: 1.7117 Epoch 1/8... Discriminator Loss: 0.9525... Generator Loss: 4.3067 Epoch 1/8... Discriminator Loss: 0.4722... Generator Loss: 2.3767 Epoch 1/8... Discriminator Loss: 0.5176... Generator Loss: 2.9059 Epoch 1/8... Discriminator Loss: 0.9842... Generator Loss: 4.7592 Epoch 1/8... Discriminator Loss: 0.9397... Generator Loss: 3.1482 Epoch 1/8... Discriminator Loss: 0.4914... Generator Loss: 2.6215 Epoch 1/8... Discriminator Loss: 0.6049... Generator Loss: 4.4341 Epoch 1/8... Discriminator Loss: 0.4691... Generator Loss: 2.4438 Epoch 1/8... Discriminator Loss: 0.8883... Generator Loss: 4.3220 Epoch 1/8... Discriminator Loss: 0.9928... Generator Loss: 0.9096 Epoch 1/8... Discriminator Loss: 0.6563... Generator Loss: 3.2429 Epoch 1/8... Discriminator Loss: 0.5180... Generator Loss: 3.6563 Epoch 1/8... Discriminator Loss: 0.6321... Generator Loss: 2.7134 Epoch 1/8... Discriminator Loss: 0.4407... Generator Loss: 2.9092 Epoch 1/8... Discriminator Loss: 1.0334... Generator Loss: 3.7730
Epoch 1/8... Discriminator Loss: 0.7146... Generator Loss: 1.3797 Epoch 1/8... Discriminator Loss: 0.5454... Generator Loss: 3.0765 Epoch 1/8... Discriminator Loss: 1.2033... Generator Loss: 3.2457 Epoch 1/8... Discriminator Loss: 0.6888... Generator Loss: 3.0996 Epoch 1/8... Discriminator Loss: 0.5705... Generator Loss: 1.8259 Epoch 1/8... Discriminator Loss: 0.6655... Generator Loss: 2.9355 Epoch 1/8... Discriminator Loss: 0.5449... Generator Loss: 2.4215 Epoch 1/8... Discriminator Loss: 0.5159... Generator Loss: 2.2365 Epoch 1/8... Discriminator Loss: 0.6564... Generator Loss: 2.9884 Epoch 1/8... Discriminator Loss: 0.6210... Generator Loss: 1.5751 Epoch 1/8... Discriminator Loss: 0.9532... Generator Loss: 0.9012 Epoch 1/8... Discriminator Loss: 0.5823... Generator Loss: 1.7672 Epoch 1/8... Discriminator Loss: 1.0438... Generator Loss: 2.9927 Epoch 1/8... Discriminator Loss: 2.0081... Generator Loss: 0.2494 Epoch 1/8... Discriminator Loss: 0.8761... Generator Loss: 1.9917 Epoch 1/8... Discriminator Loss: 0.7482... Generator Loss: 1.2779 Epoch 1/8... Discriminator Loss: 0.6089... Generator Loss: 2.9793 Epoch 1/8... Discriminator Loss: 0.5026... Generator Loss: 2.2701 Epoch 1/8... Discriminator Loss: 0.5912... Generator Loss: 2.9213 Epoch 1/8... Discriminator Loss: 0.6389... Generator Loss: 3.9659
Epoch 1/8... Discriminator Loss: 0.4826... Generator Loss: 2.2294 Epoch 1/8... Discriminator Loss: 2.0137... Generator Loss: 4.1995 Epoch 1/8... Discriminator Loss: 1.2914... Generator Loss: 0.5812 Epoch 1/8... Discriminator Loss: 1.9636... Generator Loss: 2.2699 Epoch 1/8... Discriminator Loss: 1.0921... Generator Loss: 0.7361 Epoch 1/8... Discriminator Loss: 0.7540... Generator Loss: 1.5976 Epoch 1/8... Discriminator Loss: 0.5765... Generator Loss: 2.8270 Epoch 1/8... Discriminator Loss: 0.9324... Generator Loss: 1.1335 Epoch 1/8... Discriminator Loss: 0.6932... Generator Loss: 2.1755 Epoch 1/8... Discriminator Loss: 0.6470... Generator Loss: 2.7799 Epoch 1/8... Discriminator Loss: 0.5081... Generator Loss: 2.4485 Epoch 1/8... Discriminator Loss: 0.9276... Generator Loss: 0.9613 Epoch 1/8... Discriminator Loss: 0.6233... Generator Loss: 3.1951 Epoch 1/8... Discriminator Loss: 0.5709... Generator Loss: 2.0788 Epoch 1/8... Discriminator Loss: 1.0801... Generator Loss: 2.8114 Epoch 1/8... Discriminator Loss: 1.1278... Generator Loss: 0.7073 Epoch 1/8... Discriminator Loss: 0.9204... Generator Loss: 1.1404 Epoch 1/8... Discriminator Loss: 0.6526... Generator Loss: 2.2768 Epoch 1/8... Discriminator Loss: 0.6471... Generator Loss: 2.3493 Epoch 1/8... Discriminator Loss: 0.6377... Generator Loss: 2.6098
Epoch 1/8... Discriminator Loss: 0.7700... Generator Loss: 3.3070 Epoch 1/8... Discriminator Loss: 0.5593... Generator Loss: 2.4604 Epoch 1/8... Discriminator Loss: 0.5208... Generator Loss: 2.6715 Epoch 1/8... Discriminator Loss: 0.5583... Generator Loss: 3.6497 Epoch 1/8... Discriminator Loss: 0.6483... Generator Loss: 1.4572 Epoch 1/8... Discriminator Loss: 1.6625... Generator Loss: 2.3840 Epoch 1/8... Discriminator Loss: 0.9620... Generator Loss: 0.8651 Epoch 1/8... Discriminator Loss: 0.7664... Generator Loss: 2.4474 Epoch 1/8... Discriminator Loss: 0.4771... Generator Loss: 2.8387 Epoch 1/8... Discriminator Loss: 0.7744... Generator Loss: 3.0870 Epoch 1/8... Discriminator Loss: 2.4370... Generator Loss: 0.1537 Epoch 1/8... Discriminator Loss: 0.9639... Generator Loss: 1.2322 Epoch 1/8... Discriminator Loss: 0.6133... Generator Loss: 2.2386 Epoch 1/8... Discriminator Loss: 0.9567... Generator Loss: 3.3663 Epoch 1/8... Discriminator Loss: 1.7523... Generator Loss: 0.3294 Epoch 1/8... Discriminator Loss: 0.7380... Generator Loss: 2.3049 Epoch 1/8... Discriminator Loss: 0.6734... Generator Loss: 2.1775 Epoch 1/8... Discriminator Loss: 0.6487... Generator Loss: 1.5987 Epoch 1/8... Discriminator Loss: 0.5495... Generator Loss: 2.2014 Epoch 1/8... Discriminator Loss: 0.7719... Generator Loss: 1.2394
Epoch 1/8... Discriminator Loss: 0.6462... Generator Loss: 1.5873 Epoch 1/8... Discriminator Loss: 1.1618... Generator Loss: 3.0360 Epoch 1/8... Discriminator Loss: 0.7660... Generator Loss: 1.6983 Epoch 1/8... Discriminator Loss: 0.6904... Generator Loss: 1.4813 Epoch 1/8... Discriminator Loss: 0.7413... Generator Loss: 3.9999 Epoch 1/8... Discriminator Loss: 0.4918... Generator Loss: 2.7870 Epoch 1/8... Discriminator Loss: 0.4816... Generator Loss: 3.7072 Epoch 1/8... Discriminator Loss: 0.5155... Generator Loss: 2.9130 Epoch 1/8... Discriminator Loss: 0.6620... Generator Loss: 3.2571 Epoch 1/8... Discriminator Loss: 0.9181... Generator Loss: 3.9512 Epoch 1/8... Discriminator Loss: 1.7161... Generator Loss: 0.3295 Epoch 1/8... Discriminator Loss: 1.3216... Generator Loss: 2.0239 Epoch 1/8... Discriminator Loss: 0.6318... Generator Loss: 2.2009 Epoch 1/8... Discriminator Loss: 0.5390... Generator Loss: 2.1448 Epoch 1/8... Discriminator Loss: 0.8182... Generator Loss: 2.5984 Epoch 1/8... Discriminator Loss: 0.7892... Generator Loss: 2.6533 Epoch 1/8... Discriminator Loss: 0.8067... Generator Loss: 3.0668 Epoch 1/8... Discriminator Loss: 0.4762... Generator Loss: 2.8863 Epoch 1/8... Discriminator Loss: 1.2249... Generator Loss: 0.8840 Epoch 1/8... Discriminator Loss: 0.8772... Generator Loss: 1.1942
Epoch 1/8... Discriminator Loss: 0.4688... Generator Loss: 3.1442 Epoch 1/8... Discriminator Loss: 0.6761... Generator Loss: 1.5038 Epoch 1/8... Discriminator Loss: 1.0392... Generator Loss: 1.1905 Epoch 1/8... Discriminator Loss: 2.8249... Generator Loss: 2.6067 Epoch 1/8... Discriminator Loss: 0.8702... Generator Loss: 1.0287 Epoch 1/8... Discriminator Loss: 0.6027... Generator Loss: 2.2266 Epoch 1/8... Discriminator Loss: 0.7107... Generator Loss: 1.5201 Epoch 1/8... Discriminator Loss: 0.8486... Generator Loss: 2.5826 Epoch 1/8... Discriminator Loss: 0.4958... Generator Loss: 2.5449 Epoch 1/8... Discriminator Loss: 0.7587... Generator Loss: 1.9147 Epoch 1/8... Discriminator Loss: 0.8012... Generator Loss: 3.0206 Epoch 1/8... Discriminator Loss: 1.7573... Generator Loss: 0.3173 Epoch 1/8... Discriminator Loss: 0.8153... Generator Loss: 2.7797 Epoch 1/8... Discriminator Loss: 0.5412... Generator Loss: 2.0462 Epoch 1/8... Discriminator Loss: 0.9044... Generator Loss: 3.0835 Epoch 1/8... Discriminator Loss: 1.1721... Generator Loss: 0.7084 Epoch 1/8... Discriminator Loss: 1.0269... Generator Loss: 1.2284 Epoch 1/8... Discriminator Loss: 0.6907... Generator Loss: 1.5602 Epoch 1/8... Discriminator Loss: 1.0574... Generator Loss: 1.1928 Epoch 1/8... Discriminator Loss: 1.1947... Generator Loss: 0.6379
Epoch 1/8... Discriminator Loss: 0.9408... Generator Loss: 1.6709 Epoch 1/8... Discriminator Loss: 0.7874... Generator Loss: 1.2722 Epoch 1/8... Discriminator Loss: 0.9993... Generator Loss: 0.8371 Epoch 1/8... Discriminator Loss: 0.5988... Generator Loss: 1.9527 Epoch 1/8... Discriminator Loss: 0.5934... Generator Loss: 2.8350 Epoch 1/8... Discriminator Loss: 1.2742... Generator Loss: 1.3152 Epoch 1/8... Discriminator Loss: 1.4853... Generator Loss: 0.5293 Epoch 1/8... Discriminator Loss: 0.9412... Generator Loss: 1.4015 Epoch 1/8... Discriminator Loss: 0.7013... Generator Loss: 2.8764 Epoch 1/8... Discriminator Loss: 0.6742... Generator Loss: 1.6037 Epoch 1/8... Discriminator Loss: 0.8140... Generator Loss: 1.3033 Epoch 1/8... Discriminator Loss: 0.7231... Generator Loss: 1.6582 Epoch 1/8... Discriminator Loss: 0.4690... Generator Loss: 2.6252 Epoch 1/8... Discriminator Loss: 0.7612... Generator Loss: 1.3524 Epoch 1/8... Discriminator Loss: 0.5465... Generator Loss: 2.1349 Epoch 1/8... Discriminator Loss: 0.5768... Generator Loss: 3.2419 Epoch 1/8... Discriminator Loss: 0.9966... Generator Loss: 0.8596 Epoch 1/8... Discriminator Loss: 0.5387... Generator Loss: 2.2395 Epoch 1/8... Discriminator Loss: 0.5571... Generator Loss: 2.1606 Epoch 1/8... Discriminator Loss: 0.7176... Generator Loss: 1.4095
Epoch 1/8... Discriminator Loss: 1.0307... Generator Loss: 0.8025 Epoch 1/8... Discriminator Loss: 1.5302... Generator Loss: 1.6179 Epoch 1/8... Discriminator Loss: 0.7780... Generator Loss: 1.2915 Epoch 1/8... Discriminator Loss: 1.0527... Generator Loss: 0.9773 Epoch 1/8... Discriminator Loss: 1.1114... Generator Loss: 0.9990 Epoch 1/8... Discriminator Loss: 0.5512... Generator Loss: 2.0280 Epoch 1/8... Discriminator Loss: 0.6989... Generator Loss: 1.4455 Epoch 1/8... Discriminator Loss: 0.6941... Generator Loss: 3.1867 Epoch 1/8... Discriminator Loss: 1.1935... Generator Loss: 1.1555 Epoch 1/8... Discriminator Loss: 1.5123... Generator Loss: 0.4059 Epoch 1/8... Discriminator Loss: 1.2442... Generator Loss: 1.7655 Epoch 1/8... Discriminator Loss: 0.8982... Generator Loss: 0.9939 Epoch 1/8... Discriminator Loss: 0.6185... Generator Loss: 1.8965 Epoch 1/8... Discriminator Loss: 0.5440... Generator Loss: 2.1178 Epoch 1/8... Discriminator Loss: 2.3313... Generator Loss: 0.1702 Epoch 1/8... Discriminator Loss: 1.0167... Generator Loss: 1.3163 Epoch 1/8... Discriminator Loss: 0.7106... Generator Loss: 1.8319 Epoch 1/8... Discriminator Loss: 0.5344... Generator Loss: 2.4312 Epoch 1/8... Discriminator Loss: 0.8965... Generator Loss: 3.3381 Epoch 1/8... Discriminator Loss: 0.7934... Generator Loss: 1.2371
Epoch 1/8... Discriminator Loss: 1.8017... Generator Loss: 2.6162 Epoch 1/8... Discriminator Loss: 1.0277... Generator Loss: 1.4294 Epoch 1/8... Discriminator Loss: 0.9011... Generator Loss: 1.0343 Epoch 1/8... Discriminator Loss: 1.3225... Generator Loss: 1.8309 Epoch 1/8... Discriminator Loss: 1.8055... Generator Loss: 0.3010 Epoch 1/8... Discriminator Loss: 0.7822... Generator Loss: 1.3360 Epoch 1/8... Discriminator Loss: 0.7840... Generator Loss: 1.2848 Epoch 1/8... Discriminator Loss: 0.8667... Generator Loss: 1.1410 Epoch 1/8... Discriminator Loss: 0.5786... Generator Loss: 1.7982 Epoch 1/8... Discriminator Loss: 0.6212... Generator Loss: 2.0383 Epoch 1/8... Discriminator Loss: 1.0600... Generator Loss: 0.7702 Epoch 1/8... Discriminator Loss: 1.2884... Generator Loss: 2.4375 Epoch 1/8... Discriminator Loss: 0.6281... Generator Loss: 2.2522 Epoch 1/8... Discriminator Loss: 0.6337... Generator Loss: 2.0364 Epoch 1/8... Discriminator Loss: 1.0401... Generator Loss: 0.8102 Epoch 1/8... Discriminator Loss: 1.4158... Generator Loss: 1.8619 Epoch 1/8... Discriminator Loss: 0.7310... Generator Loss: 1.4052 Epoch 1/8... Discriminator Loss: 1.4087... Generator Loss: 2.4719 Epoch 1/8... Discriminator Loss: 1.3069... Generator Loss: 0.5607 Epoch 1/8... Discriminator Loss: 0.6276... Generator Loss: 1.8861
Epoch 1/8... Discriminator Loss: 0.7618... Generator Loss: 1.9910 Epoch 1/8... Discriminator Loss: 0.9055... Generator Loss: 2.7037 Epoch 1/8... Discriminator Loss: 0.8118... Generator Loss: 1.1656 Epoch 1/8... Discriminator Loss: 0.5923... Generator Loss: 1.9642 Epoch 1/8... Discriminator Loss: 0.7750... Generator Loss: 2.0320 Epoch 1/8... Discriminator Loss: 1.0122... Generator Loss: 0.7629 Epoch 1/8... Discriminator Loss: 1.1234... Generator Loss: 1.4559 Epoch 1/8... Discriminator Loss: 0.8871... Generator Loss: 1.0677 Epoch 1/8... Discriminator Loss: 0.6219... Generator Loss: 1.8735 Epoch 1/8... Discriminator Loss: 0.6952... Generator Loss: 1.9502 Epoch 1/8... Discriminator Loss: 0.6202... Generator Loss: 2.4144 Epoch 1/8... Discriminator Loss: 0.8100... Generator Loss: 1.8533 Epoch 1/8... Discriminator Loss: 1.5638... Generator Loss: 1.9921 Epoch 1/8... Discriminator Loss: 1.3526... Generator Loss: 0.5859 Epoch 1/8... Discriminator Loss: 0.8579... Generator Loss: 1.6926 Epoch 1/8... Discriminator Loss: 1.2489... Generator Loss: 1.0224 Epoch 1/8... Discriminator Loss: 0.6907... Generator Loss: 2.1987 Epoch 1/8... Discriminator Loss: 0.7783... Generator Loss: 1.5195 Epoch 1/8... Discriminator Loss: 1.0949... Generator Loss: 0.8305 Epoch 1/8... Discriminator Loss: 1.1730... Generator Loss: 1.5238
Epoch 1/8... Discriminator Loss: 0.7283... Generator Loss: 1.6570 Epoch 1/8... Discriminator Loss: 0.9030... Generator Loss: 1.8916 Epoch 1/8... Discriminator Loss: 0.5983... Generator Loss: 2.2064 Epoch 1/8... Discriminator Loss: 0.7123... Generator Loss: 1.8161 Epoch 1/8... Discriminator Loss: 1.2607... Generator Loss: 0.5428 Epoch 1/8... Discriminator Loss: 1.1526... Generator Loss: 1.6913 Epoch 1/8... Discriminator Loss: 0.8755... Generator Loss: 1.2633 Epoch 1/8... Discriminator Loss: 0.7478... Generator Loss: 2.3112 Epoch 1/8... Discriminator Loss: 0.8229... Generator Loss: 2.0908 Epoch 1/8... Discriminator Loss: 0.5486... Generator Loss: 2.5737 Epoch 1/8... Discriminator Loss: 1.6044... Generator Loss: 1.8290 Epoch 1/8... Discriminator Loss: 1.2933... Generator Loss: 0.5465 Epoch 1/8... Discriminator Loss: 0.6145... Generator Loss: 1.9841 Epoch 1/8... Discriminator Loss: 1.0397... Generator Loss: 0.7951 Epoch 1/8... Discriminator Loss: 0.7991... Generator Loss: 2.0065 Epoch 1/8... Discriminator Loss: 0.6279... Generator Loss: 1.6912 Epoch 1/8... Discriminator Loss: 1.7158... Generator Loss: 2.4634 Epoch 1/8... Discriminator Loss: 0.8138... Generator Loss: 1.5144 Epoch 1/8... Discriminator Loss: 0.6275... Generator Loss: 1.7019 Epoch 1/8... Discriminator Loss: 0.7667... Generator Loss: 1.7382
Epoch 1/8... Discriminator Loss: 0.6929... Generator Loss: 2.2230 Epoch 1/8... Discriminator Loss: 0.9621... Generator Loss: 2.2622 Epoch 1/8... Discriminator Loss: 1.3876... Generator Loss: 2.1640 Epoch 1/8... Discriminator Loss: 1.3997... Generator Loss: 0.4902 Epoch 1/8... Discriminator Loss: 0.6226... Generator Loss: 2.3579 Epoch 1/8... Discriminator Loss: 0.8720... Generator Loss: 1.1779 Epoch 1/8... Discriminator Loss: 1.0960... Generator Loss: 1.2610 Epoch 1/8... Discriminator Loss: 1.1758... Generator Loss: 0.6356 Epoch 1/8... Discriminator Loss: 0.9438... Generator Loss: 1.9826 Epoch 1/8... Discriminator Loss: 0.7526... Generator Loss: 1.4939 Epoch 1/8... Discriminator Loss: 0.6512... Generator Loss: 1.7982 Epoch 1/8... Discriminator Loss: 0.8371... Generator Loss: 1.5619 Epoch 1/8... Discriminator Loss: 1.0486... Generator Loss: 1.7350 Epoch 1/8... Discriminator Loss: 0.6961... Generator Loss: 1.6976 Epoch 1/8... Discriminator Loss: 0.5762... Generator Loss: 2.0104 Epoch 1/8... Discriminator Loss: 0.8230... Generator Loss: 1.2433 Epoch 1/8... Discriminator Loss: 1.3019... Generator Loss: 0.9823 Epoch 1/8... Discriminator Loss: 1.5752... Generator Loss: 0.4186 Epoch 1/8... Discriminator Loss: 1.0883... Generator Loss: 1.7038 Epoch 1/8... Discriminator Loss: 0.6751... Generator Loss: 1.8453
Epoch 1/8... Discriminator Loss: 0.8233... Generator Loss: 1.2406 Epoch 1/8... Discriminator Loss: 1.1734... Generator Loss: 3.1871 Epoch 1/8... Discriminator Loss: 1.0840... Generator Loss: 0.7817 Epoch 1/8... Discriminator Loss: 0.8278... Generator Loss: 1.2524 Epoch 1/8... Discriminator Loss: 0.6124... Generator Loss: 2.0264 Epoch 1/8... Discriminator Loss: 0.8369... Generator Loss: 1.1143 Epoch 1/8... Discriminator Loss: 0.7707... Generator Loss: 1.3429 Epoch 1/8... Discriminator Loss: 0.6196... Generator Loss: 2.1808 Epoch 1/8... Discriminator Loss: 2.1216... Generator Loss: 2.0051 Epoch 1/8... Discriminator Loss: 1.0992... Generator Loss: 0.8570 Epoch 1/8... Discriminator Loss: 0.7584... Generator Loss: 1.5846 Epoch 1/8... Discriminator Loss: 0.7028... Generator Loss: 2.5895 Epoch 1/8... Discriminator Loss: 1.2685... Generator Loss: 0.7825 Epoch 1/8... Discriminator Loss: 1.8683... Generator Loss: 0.2859 Epoch 1/8... Discriminator Loss: 0.7399... Generator Loss: 2.3576 Epoch 1/8... Discriminator Loss: 0.7709... Generator Loss: 1.5991 Epoch 1/8... Discriminator Loss: 0.7885... Generator Loss: 1.7902 Epoch 1/8... Discriminator Loss: 1.2987... Generator Loss: 0.5728 Epoch 1/8... Discriminator Loss: 1.0435... Generator Loss: 1.5026 Epoch 1/8... Discriminator Loss: 0.7904... Generator Loss: 1.3894
Epoch 1/8... Discriminator Loss: 0.8659... Generator Loss: 1.3120 Epoch 1/8... Discriminator Loss: 1.1866... Generator Loss: 0.6752 Epoch 1/8... Discriminator Loss: 1.1320... Generator Loss: 0.7124 Epoch 1/8... Discriminator Loss: 0.8153... Generator Loss: 1.6223 Epoch 1/8... Discriminator Loss: 0.8048... Generator Loss: 1.3964 Epoch 1/8... Discriminator Loss: 1.0259... Generator Loss: 0.9075 Epoch 1/8... Discriminator Loss: 1.1210... Generator Loss: 0.7305 Epoch 1/8... Discriminator Loss: 0.6453... Generator Loss: 1.9028 Epoch 1/8... Discriminator Loss: 0.8518... Generator Loss: 1.2216 Epoch 1/8... Discriminator Loss: 0.8221... Generator Loss: 1.9744 Epoch 1/8... Discriminator Loss: 0.8038... Generator Loss: 1.2947 Epoch 1/8... Discriminator Loss: 0.6219... Generator Loss: 1.8374 Epoch 1/8... Discriminator Loss: 0.8146... Generator Loss: 1.2292 Epoch 1/8... Discriminator Loss: 0.7143... Generator Loss: 1.9559 Epoch 1/8... Discriminator Loss: 1.5889... Generator Loss: 0.4483 Epoch 1/8... Discriminator Loss: 1.3905... Generator Loss: 1.8609 Epoch 1/8... Discriminator Loss: 0.7961... Generator Loss: 1.4252 Epoch 1/8... Discriminator Loss: 1.0028... Generator Loss: 0.9153 Epoch 1/8... Discriminator Loss: 0.8730... Generator Loss: 1.2919 Epoch 1/8... Discriminator Loss: 0.8495... Generator Loss: 1.3705
Epoch 1/8... Discriminator Loss: 0.7653... Generator Loss: 1.7905 Epoch 1/8... Discriminator Loss: 0.7297... Generator Loss: 1.4650 Epoch 1/8... Discriminator Loss: 1.2663... Generator Loss: 1.2617 Epoch 1/8... Discriminator Loss: 0.7968... Generator Loss: 1.4029 Epoch 1/8... Discriminator Loss: 0.6863... Generator Loss: 1.9236 Epoch 1/8... Discriminator Loss: 0.7945... Generator Loss: 1.9213 Epoch 1/8... Discriminator Loss: 1.4971... Generator Loss: 0.4773 Epoch 1/8... Discriminator Loss: 1.1770... Generator Loss: 1.4184 Epoch 1/8... Discriminator Loss: 0.6983... Generator Loss: 1.5151 Epoch 1/8... Discriminator Loss: 0.6128... Generator Loss: 2.3403 Epoch 1/8... Discriminator Loss: 0.8922... Generator Loss: 1.9536 Epoch 1/8... Discriminator Loss: 0.6829... Generator Loss: 1.7330 Epoch 1/8... Discriminator Loss: 0.7628... Generator Loss: 1.4714 Epoch 1/8... Discriminator Loss: 0.9886... Generator Loss: 1.3827 Epoch 1/8... Discriminator Loss: 0.7509... Generator Loss: 1.4619 Epoch 1/8... Discriminator Loss: 1.3116... Generator Loss: 1.4498 Epoch 1/8... Discriminator Loss: 1.2869... Generator Loss: 0.6249 Epoch 1/8... Discriminator Loss: 0.7965... Generator Loss: 2.1220 Epoch 1/8... Discriminator Loss: 0.7513... Generator Loss: 1.3722 Epoch 1/8... Discriminator Loss: 0.7961... Generator Loss: 1.6021
Epoch 1/8... Discriminator Loss: 0.7766... Generator Loss: 1.5707 Epoch 1/8... Discriminator Loss: 1.1202... Generator Loss: 2.7954 Epoch 1/8... Discriminator Loss: 0.9985... Generator Loss: 0.9318 Epoch 1/8... Discriminator Loss: 0.9708... Generator Loss: 1.8480 Epoch 1/8... Discriminator Loss: 1.0966... Generator Loss: 0.7641 Epoch 1/8... Discriminator Loss: 0.7943... Generator Loss: 1.8524 Epoch 1/8... Discriminator Loss: 0.8337... Generator Loss: 1.1369 Epoch 1/8... Discriminator Loss: 1.6159... Generator Loss: 1.9834 Epoch 1/8... Discriminator Loss: 1.0949... Generator Loss: 0.8075 Epoch 1/8... Discriminator Loss: 0.6907... Generator Loss: 1.9597 Epoch 1/8... Discriminator Loss: 0.8188... Generator Loss: 1.4050 Epoch 1/8... Discriminator Loss: 1.0897... Generator Loss: 0.7298 Epoch 1/8... Discriminator Loss: 0.8556... Generator Loss: 1.5005 Epoch 1/8... Discriminator Loss: 0.8026... Generator Loss: 1.5483 Epoch 1/8... Discriminator Loss: 0.8070... Generator Loss: 1.7170 Epoch 1/8... Discriminator Loss: 0.9780... Generator Loss: 0.8737 Epoch 1/8... Discriminator Loss: 1.3266... Generator Loss: 0.6152 Epoch 1/8... Discriminator Loss: 1.1536... Generator Loss: 1.8205 Epoch 1/8... Discriminator Loss: 0.9736... Generator Loss: 1.0616 Epoch 1/8... Discriminator Loss: 1.4634... Generator Loss: 0.4492
Epoch 1/8... Discriminator Loss: 1.0861... Generator Loss: 0.8995 Epoch 1/8... Discriminator Loss: 0.8264... Generator Loss: 1.5231 Epoch 1/8... Discriminator Loss: 1.1619... Generator Loss: 0.8607 Epoch 1/8... Discriminator Loss: 0.9757... Generator Loss: 0.9426 Epoch 1/8... Discriminator Loss: 0.9131... Generator Loss: 1.1618 Epoch 1/8... Discriminator Loss: 0.8004... Generator Loss: 1.9150 Epoch 1/8... Discriminator Loss: 0.9472... Generator Loss: 1.1005 Epoch 1/8... Discriminator Loss: 0.7527... Generator Loss: 1.4004 Epoch 1/8... Discriminator Loss: 1.0528... Generator Loss: 1.7586 Epoch 1/8... Discriminator Loss: 1.3652... Generator Loss: 0.5787 Epoch 1/8... Discriminator Loss: 0.9515... Generator Loss: 1.4142 Epoch 1/8... Discriminator Loss: 0.9656... Generator Loss: 1.0142 Epoch 1/8... Discriminator Loss: 0.9810... Generator Loss: 0.9731 Epoch 1/8... Discriminator Loss: 1.1538... Generator Loss: 0.7768 Epoch 1/8... Discriminator Loss: 0.8342... Generator Loss: 1.2539 Epoch 1/8... Discriminator Loss: 0.7325... Generator Loss: 1.5092 Epoch 1/8... Discriminator Loss: 1.7012... Generator Loss: 1.9520 Epoch 1/8... Discriminator Loss: 1.3515... Generator Loss: 0.5042 Epoch 1/8... Discriminator Loss: 0.9908... Generator Loss: 1.4710 Epoch 1/8... Discriminator Loss: 1.1483... Generator Loss: 0.6646
Epoch 1/8... Discriminator Loss: 1.2097... Generator Loss: 1.7616 Epoch 1/8... Discriminator Loss: 1.0396... Generator Loss: 0.7933 Epoch 1/8... Discriminator Loss: 0.9412... Generator Loss: 1.3628 Epoch 1/8... Discriminator Loss: 0.8402... Generator Loss: 2.0541 Epoch 1/8... Discriminator Loss: 1.1327... Generator Loss: 0.7324 Epoch 1/8... Discriminator Loss: 1.1010... Generator Loss: 1.6172 Epoch 1/8... Discriminator Loss: 0.7936... Generator Loss: 1.5140 Epoch 1/8... Discriminator Loss: 0.8371... Generator Loss: 1.1600 Epoch 1/8... Discriminator Loss: 0.9773... Generator Loss: 1.4555 Epoch 1/8... Discriminator Loss: 1.3862... Generator Loss: 0.5106 Epoch 1/8... Discriminator Loss: 0.8028... Generator Loss: 1.3600 Epoch 1/8... Discriminator Loss: 0.9163... Generator Loss: 0.9705 Epoch 1/8... Discriminator Loss: 0.9583... Generator Loss: 1.6852 Epoch 1/8... Discriminator Loss: 1.0737... Generator Loss: 0.9131 Epoch 1/8... Discriminator Loss: 1.0086... Generator Loss: 0.9086 Epoch 1/8... Discriminator Loss: 1.1597... Generator Loss: 0.6991 Epoch 1/8... Discriminator Loss: 0.8636... Generator Loss: 1.4046 Epoch 1/8... Discriminator Loss: 0.7599... Generator Loss: 1.5364 Epoch 1/8... Discriminator Loss: 1.0019... Generator Loss: 0.9166 Epoch 1/8... Discriminator Loss: 1.0334... Generator Loss: 1.1580
Epoch 1/8... Discriminator Loss: 1.6192... Generator Loss: 0.3619 Epoch 1/8... Discriminator Loss: 1.0398... Generator Loss: 1.3429 Epoch 1/8... Discriminator Loss: 0.9329... Generator Loss: 1.0431 Epoch 1/8... Discriminator Loss: 0.9151... Generator Loss: 1.0892 Epoch 1/8... Discriminator Loss: 1.0696... Generator Loss: 0.7702 Epoch 1/8... Discriminator Loss: 1.0126... Generator Loss: 0.8618 Epoch 1/8... Discriminator Loss: 0.9529... Generator Loss: 0.9914 Epoch 1/8... Discriminator Loss: 1.2896... Generator Loss: 1.3814 Epoch 1/8... Discriminator Loss: 1.4705... Generator Loss: 0.4414 Epoch 1/8... Discriminator Loss: 0.9843... Generator Loss: 1.0537 Epoch 1/8... Discriminator Loss: 0.9434... Generator Loss: 0.9601 Epoch 1/8... Discriminator Loss: 1.0275... Generator Loss: 2.1995 Epoch 1/8... Discriminator Loss: 0.8494... Generator Loss: 1.3384 Epoch 1/8... Discriminator Loss: 1.0373... Generator Loss: 1.3801 Epoch 1/8... Discriminator Loss: 0.9613... Generator Loss: 1.0584 Epoch 1/8... Discriminator Loss: 0.9917... Generator Loss: 0.9337 Epoch 1/8... Discriminator Loss: 0.9713... Generator Loss: 1.3756 Epoch 1/8... Discriminator Loss: 0.9600... Generator Loss: 0.9667 Epoch 1/8... Discriminator Loss: 0.8901... Generator Loss: 1.5474 Epoch 1/8... Discriminator Loss: 0.8725... Generator Loss: 1.2876
Epoch 1/8... Discriminator Loss: 1.0638... Generator Loss: 0.7920 Epoch 1/8... Discriminator Loss: 1.9496... Generator Loss: 2.4316 Epoch 1/8... Discriminator Loss: 1.0710... Generator Loss: 0.8901 Epoch 1/8... Discriminator Loss: 1.0073... Generator Loss: 0.8641 Epoch 1/8... Discriminator Loss: 0.9655... Generator Loss: 0.9809 Epoch 1/8... Discriminator Loss: 0.9212... Generator Loss: 1.1363 Epoch 1/8... Discriminator Loss: 1.4370... Generator Loss: 2.1506 Epoch 1/8... Discriminator Loss: 1.1835... Generator Loss: 0.6224 Epoch 1/8... Discriminator Loss: 1.0097... Generator Loss: 0.9498 Epoch 1/8... Discriminator Loss: 1.0166... Generator Loss: 1.2140 Epoch 1/8... Discriminator Loss: 0.8589... Generator Loss: 1.1756 Epoch 1/8... Discriminator Loss: 1.0150... Generator Loss: 1.4506 Epoch 1/8... Discriminator Loss: 0.9362... Generator Loss: 1.1608 Epoch 1/8... Discriminator Loss: 0.9894... Generator Loss: 0.9472 Epoch 1/8... Discriminator Loss: 1.3607... Generator Loss: 1.8241 Epoch 1/8... Discriminator Loss: 0.9973... Generator Loss: 0.9324 Epoch 1/8... Discriminator Loss: 0.8407... Generator Loss: 1.2272 Epoch 1/8... Discriminator Loss: 0.9749... Generator Loss: 1.0111 Epoch 1/8... Discriminator Loss: 0.7792... Generator Loss: 1.8747 Epoch 1/8... Discriminator Loss: 1.0020... Generator Loss: 0.9785
Epoch 1/8... Discriminator Loss: 1.0006... Generator Loss: 1.1088 Epoch 1/8... Discriminator Loss: 1.0276... Generator Loss: 1.1978 Epoch 1/8... Discriminator Loss: 1.4306... Generator Loss: 0.4441 Epoch 1/8... Discriminator Loss: 0.9635... Generator Loss: 1.3157 Epoch 1/8... Discriminator Loss: 0.8488... Generator Loss: 1.2645 Epoch 1/8... Discriminator Loss: 0.9816... Generator Loss: 0.9498 Epoch 1/8... Discriminator Loss: 0.9574... Generator Loss: 1.0451 Epoch 1/8... Discriminator Loss: 0.9962... Generator Loss: 0.8928 Epoch 1/8... Discriminator Loss: 0.9395... Generator Loss: 1.2910 Epoch 1/8... Discriminator Loss: 0.9607... Generator Loss: 0.9948 Epoch 1/8... Discriminator Loss: 0.8255... Generator Loss: 1.3120 Epoch 1/8... Discriminator Loss: 0.9600... Generator Loss: 1.1532 Epoch 1/8... Discriminator Loss: 1.0712... Generator Loss: 0.8798 Epoch 1/8... Discriminator Loss: 0.8218... Generator Loss: 1.2801 Epoch 1/8... Discriminator Loss: 1.0012... Generator Loss: 0.9507 Epoch 1/8... Discriminator Loss: 1.0853... Generator Loss: 1.8074 Epoch 1/8... Discriminator Loss: 0.7274... Generator Loss: 1.7813 Epoch 1/8... Discriminator Loss: 1.0842... Generator Loss: 0.7872 Epoch 1/8... Discriminator Loss: 1.1058... Generator Loss: 0.8881 Epoch 1/8... Discriminator Loss: 0.8235... Generator Loss: 1.4033
Epoch 1/8... Discriminator Loss: 1.0485... Generator Loss: 0.7808 Epoch 1/8... Discriminator Loss: 0.8257... Generator Loss: 2.0325 Epoch 1/8... Discriminator Loss: 1.1565... Generator Loss: 0.6738 Epoch 1/8... Discriminator Loss: 1.1541... Generator Loss: 1.9521 Epoch 1/8... Discriminator Loss: 1.0110... Generator Loss: 0.9305 Epoch 1/8... Discriminator Loss: 0.8478... Generator Loss: 1.2159 Epoch 1/8... Discriminator Loss: 1.0682... Generator Loss: 0.8510 Epoch 1/8... Discriminator Loss: 0.9483... Generator Loss: 1.6247 Epoch 1/8... Discriminator Loss: 0.9824... Generator Loss: 0.8897 Epoch 1/8... Discriminator Loss: 1.0221... Generator Loss: 1.6049 Epoch 1/8... Discriminator Loss: 1.0331... Generator Loss: 0.8245 Epoch 1/8... Discriminator Loss: 1.0459... Generator Loss: 0.8787 Epoch 1/8... Discriminator Loss: 1.1735... Generator Loss: 1.1047 Epoch 1/8... Discriminator Loss: 0.9790... Generator Loss: 1.6082 Epoch 1/8... Discriminator Loss: 0.9867... Generator Loss: 1.0214 Epoch 1/8... Discriminator Loss: 0.9193... Generator Loss: 1.6013 Epoch 1/8... Discriminator Loss: 1.3937... Generator Loss: 0.5115 Epoch 1/8... Discriminator Loss: 1.2830... Generator Loss: 1.4845 Epoch 1/8... Discriminator Loss: 1.1765... Generator Loss: 0.6566 Epoch 1/8... Discriminator Loss: 0.9137... Generator Loss: 1.2139
Epoch 1/8... Discriminator Loss: 1.1797... Generator Loss: 1.0408 Epoch 1/8... Discriminator Loss: 1.0026... Generator Loss: 1.1566 Epoch 1/8... Discriminator Loss: 0.8996... Generator Loss: 1.9361 Epoch 1/8... Discriminator Loss: 1.0221... Generator Loss: 0.9231 Epoch 1/8... Discriminator Loss: 0.9803... Generator Loss: 1.1230 Epoch 1/8... Discriminator Loss: 0.9897... Generator Loss: 1.6210 Epoch 1/8... Discriminator Loss: 1.3958... Generator Loss: 0.4749 Epoch 1/8... Discriminator Loss: 1.0562... Generator Loss: 0.9673 Epoch 1/8... Discriminator Loss: 0.9618... Generator Loss: 1.2519 Epoch 1/8... Discriminator Loss: 1.0284... Generator Loss: 0.8894 Epoch 1/8... Discriminator Loss: 1.0006... Generator Loss: 0.9823 Epoch 1/8... Discriminator Loss: 0.9043... Generator Loss: 1.0637 Epoch 1/8... Discriminator Loss: 1.3094... Generator Loss: 1.5916 Epoch 1/8... Discriminator Loss: 1.3116... Generator Loss: 0.5404 Epoch 1/8... Discriminator Loss: 1.0869... Generator Loss: 1.5545 Epoch 1/8... Discriminator Loss: 1.0228... Generator Loss: 0.9135 Epoch 1/8... Discriminator Loss: 0.9416... Generator Loss: 1.2495 Epoch 1/8... Discriminator Loss: 1.0745... Generator Loss: 0.8320 Epoch 1/8... Discriminator Loss: 0.7873... Generator Loss: 1.5931 Epoch 1/8... Discriminator Loss: 1.1443... Generator Loss: 0.6955
Epoch 1/8... Discriminator Loss: 1.5430... Generator Loss: 1.8570 Epoch 1/8... Discriminator Loss: 0.8371... Generator Loss: 1.2756 Epoch 1/8... Discriminator Loss: 1.0304... Generator Loss: 1.1088 Epoch 1/8... Discriminator Loss: 0.9743... Generator Loss: 1.3749 Epoch 1/8... Discriminator Loss: 0.9423... Generator Loss: 0.9618 Epoch 1/8... Discriminator Loss: 1.1363... Generator Loss: 0.9634 Epoch 1/8... Discriminator Loss: 1.0009... Generator Loss: 1.0289 Epoch 1/8... Discriminator Loss: 0.9669... Generator Loss: 1.1006 Epoch 1/8... Discriminator Loss: 0.9247... Generator Loss: 1.3962 Epoch 1/8... Discriminator Loss: 1.0564... Generator Loss: 0.7972 Epoch 1/8... Discriminator Loss: 1.1947... Generator Loss: 1.4861 Epoch 1/8... Discriminator Loss: 1.1445... Generator Loss: 0.7599 Epoch 1/8... Discriminator Loss: 1.0448... Generator Loss: 0.9581 Epoch 2/8... Discriminator Loss: 1.1299... Generator Loss: 0.7466 Epoch 2/8... Discriminator Loss: 1.0301... Generator Loss: 1.3575 Epoch 2/8... Discriminator Loss: 0.8760... Generator Loss: 1.1660 Epoch 2/8... Discriminator Loss: 0.9779... Generator Loss: 0.9868 Epoch 2/8... Discriminator Loss: 1.0947... Generator Loss: 0.8385 Epoch 2/8... Discriminator Loss: 0.9733... Generator Loss: 1.3778 Epoch 2/8... Discriminator Loss: 1.1196... Generator Loss: 0.8250
Epoch 2/8... Discriminator Loss: 1.0292... Generator Loss: 1.0043 Epoch 2/8... Discriminator Loss: 1.1519... Generator Loss: 0.7171 Epoch 2/8... Discriminator Loss: 1.0114... Generator Loss: 0.9698 Epoch 2/8... Discriminator Loss: 1.1129... Generator Loss: 0.7798 Epoch 2/8... Discriminator Loss: 0.9303... Generator Loss: 1.2827 Epoch 2/8... Discriminator Loss: 1.0269... Generator Loss: 0.8809 Epoch 2/8... Discriminator Loss: 1.0526... Generator Loss: 0.7875 Epoch 2/8... Discriminator Loss: 1.1203... Generator Loss: 1.4672 Epoch 2/8... Discriminator Loss: 1.2394... Generator Loss: 0.6033 Epoch 2/8... Discriminator Loss: 1.2148... Generator Loss: 1.7912 Epoch 2/8... Discriminator Loss: 1.5854... Generator Loss: 0.3777 Epoch 2/8... Discriminator Loss: 1.1528... Generator Loss: 0.7550 Epoch 2/8... Discriminator Loss: 1.0230... Generator Loss: 0.9367 Epoch 2/8... Discriminator Loss: 1.1390... Generator Loss: 0.7918 Epoch 2/8... Discriminator Loss: 1.2551... Generator Loss: 0.5989 Epoch 2/8... Discriminator Loss: 0.9761... Generator Loss: 1.0577 Epoch 2/8... Discriminator Loss: 1.0261... Generator Loss: 1.0405 Epoch 2/8... Discriminator Loss: 0.9318... Generator Loss: 1.1400 Epoch 2/8... Discriminator Loss: 1.0326... Generator Loss: 0.8966 Epoch 2/8... Discriminator Loss: 0.9872... Generator Loss: 1.1824
Epoch 2/8... Discriminator Loss: 0.9788... Generator Loss: 1.1102 Epoch 2/8... Discriminator Loss: 0.9188... Generator Loss: 1.0197 Epoch 2/8... Discriminator Loss: 1.0037... Generator Loss: 1.0824 Epoch 2/8... Discriminator Loss: 1.4540... Generator Loss: 0.4584 Epoch 2/8... Discriminator Loss: 1.2062... Generator Loss: 1.1171 Epoch 2/8... Discriminator Loss: 1.3010... Generator Loss: 0.5417 Epoch 2/8... Discriminator Loss: 1.0390... Generator Loss: 1.1667 Epoch 2/8... Discriminator Loss: 1.1223... Generator Loss: 0.9715 Epoch 2/8... Discriminator Loss: 1.0579... Generator Loss: 1.4775 Epoch 2/8... Discriminator Loss: 0.9147... Generator Loss: 1.1124 Epoch 2/8... Discriminator Loss: 0.8583... Generator Loss: 1.3360 Epoch 2/8... Discriminator Loss: 1.2423... Generator Loss: 0.6521 Epoch 2/8... Discriminator Loss: 1.1450... Generator Loss: 1.2137 Epoch 2/8... Discriminator Loss: 0.9905... Generator Loss: 1.2331 Epoch 2/8... Discriminator Loss: 1.0079... Generator Loss: 1.1053 Epoch 2/8... Discriminator Loss: 0.9867... Generator Loss: 0.9525 Epoch 2/8... Discriminator Loss: 1.0196... Generator Loss: 1.1993 Epoch 2/8... Discriminator Loss: 1.3021... Generator Loss: 1.6514 Epoch 2/8... Discriminator Loss: 1.3405... Generator Loss: 0.5179 Epoch 2/8... Discriminator Loss: 1.2928... Generator Loss: 1.4342
Epoch 2/8... Discriminator Loss: 1.0606... Generator Loss: 0.7818 Epoch 2/8... Discriminator Loss: 1.1863... Generator Loss: 0.6956 Epoch 2/8... Discriminator Loss: 1.1762... Generator Loss: 0.6620 Epoch 2/8... Discriminator Loss: 1.0572... Generator Loss: 1.2749 Epoch 2/8... Discriminator Loss: 1.0595... Generator Loss: 0.9486 Epoch 2/8... Discriminator Loss: 1.2057... Generator Loss: 0.6171 Epoch 2/8... Discriminator Loss: 1.1082... Generator Loss: 0.8444 Epoch 2/8... Discriminator Loss: 0.9114... Generator Loss: 1.3374 Epoch 2/8... Discriminator Loss: 1.0931... Generator Loss: 0.8169 Epoch 2/8... Discriminator Loss: 1.3215... Generator Loss: 1.5705 Epoch 2/8... Discriminator Loss: 1.0914... Generator Loss: 0.8694 Epoch 2/8... Discriminator Loss: 1.2333... Generator Loss: 0.6315 Epoch 2/8... Discriminator Loss: 1.1176... Generator Loss: 1.3037 Epoch 2/8... Discriminator Loss: 1.1604... Generator Loss: 0.7092 Epoch 2/8... Discriminator Loss: 1.1857... Generator Loss: 1.1791 Epoch 2/8... Discriminator Loss: 1.1271... Generator Loss: 0.8181 Epoch 2/8... Discriminator Loss: 0.9288... Generator Loss: 1.4339 Epoch 2/8... Discriminator Loss: 0.8636... Generator Loss: 1.1291 Epoch 2/8... Discriminator Loss: 1.0370... Generator Loss: 1.1154 Epoch 2/8... Discriminator Loss: 0.9083... Generator Loss: 1.2470
Epoch 2/8... Discriminator Loss: 1.0640... Generator Loss: 0.9758 Epoch 2/8... Discriminator Loss: 1.1709... Generator Loss: 1.2009 Epoch 2/8... Discriminator Loss: 1.1445... Generator Loss: 0.6780 Epoch 2/8... Discriminator Loss: 1.1578... Generator Loss: 0.6966 Epoch 2/8... Discriminator Loss: 1.0785... Generator Loss: 0.9637 Epoch 2/8... Discriminator Loss: 1.0645... Generator Loss: 0.8766 Epoch 2/8... Discriminator Loss: 0.8564... Generator Loss: 1.4038 Epoch 2/8... Discriminator Loss: 0.9934... Generator Loss: 1.2250 Epoch 2/8... Discriminator Loss: 1.0811... Generator Loss: 1.5185 Epoch 2/8... Discriminator Loss: 1.1628... Generator Loss: 0.6993 Epoch 2/8... Discriminator Loss: 1.2171... Generator Loss: 1.5021 Epoch 2/8... Discriminator Loss: 1.3110... Generator Loss: 0.5592 Epoch 2/8... Discriminator Loss: 1.1329... Generator Loss: 0.9570 Epoch 2/8... Discriminator Loss: 1.0624... Generator Loss: 0.9002 Epoch 2/8... Discriminator Loss: 1.0914... Generator Loss: 0.8261 Epoch 2/8... Discriminator Loss: 1.1240... Generator Loss: 0.7750 Epoch 2/8... Discriminator Loss: 1.1250... Generator Loss: 1.1060 Epoch 2/8... Discriminator Loss: 1.0491... Generator Loss: 1.0288 Epoch 2/8... Discriminator Loss: 1.0600... Generator Loss: 0.9799 Epoch 2/8... Discriminator Loss: 1.1643... Generator Loss: 0.6882
Epoch 2/8... Discriminator Loss: 1.0254... Generator Loss: 1.1722 Epoch 2/8... Discriminator Loss: 1.1808... Generator Loss: 0.7200 Epoch 2/8... Discriminator Loss: 0.9755... Generator Loss: 1.2113 Epoch 2/8... Discriminator Loss: 1.1363... Generator Loss: 0.8887 Epoch 2/8... Discriminator Loss: 1.1749... Generator Loss: 0.7133 Epoch 2/8... Discriminator Loss: 1.0929... Generator Loss: 1.3424 Epoch 2/8... Discriminator Loss: 1.1954... Generator Loss: 0.6667 Epoch 2/8... Discriminator Loss: 1.1949... Generator Loss: 1.4789 Epoch 2/8... Discriminator Loss: 1.1692... Generator Loss: 0.6811 Epoch 2/8... Discriminator Loss: 1.2088... Generator Loss: 1.2866 Epoch 2/8... Discriminator Loss: 1.1244... Generator Loss: 0.9172 Epoch 2/8... Discriminator Loss: 0.9654... Generator Loss: 1.1626 Epoch 2/8... Discriminator Loss: 1.0582... Generator Loss: 0.8245 Epoch 2/8... Discriminator Loss: 0.8165... Generator Loss: 1.3419 Epoch 2/8... Discriminator Loss: 1.1190... Generator Loss: 0.7354 Epoch 2/8... Discriminator Loss: 1.1603... Generator Loss: 0.8180 Epoch 2/8... Discriminator Loss: 1.1237... Generator Loss: 0.8538 Epoch 2/8... Discriminator Loss: 1.0817... Generator Loss: 0.8750 Epoch 2/8... Discriminator Loss: 1.0449... Generator Loss: 1.1524 Epoch 2/8... Discriminator Loss: 1.1442... Generator Loss: 0.7283
Epoch 2/8... Discriminator Loss: 1.0509... Generator Loss: 0.9623 Epoch 2/8... Discriminator Loss: 1.0212... Generator Loss: 1.0092 Epoch 2/8... Discriminator Loss: 1.1437... Generator Loss: 0.7008 Epoch 2/8... Discriminator Loss: 1.1011... Generator Loss: 0.9082 Epoch 2/8... Discriminator Loss: 0.9964... Generator Loss: 1.4956 Epoch 2/8... Discriminator Loss: 1.2741... Generator Loss: 0.5823 Epoch 2/8... Discriminator Loss: 1.1215... Generator Loss: 1.1857 Epoch 2/8... Discriminator Loss: 1.2605... Generator Loss: 0.5814 Epoch 2/8... Discriminator Loss: 1.1513... Generator Loss: 1.3240 Epoch 2/8... Discriminator Loss: 1.0841... Generator Loss: 0.9954 Epoch 2/8... Discriminator Loss: 0.9235... Generator Loss: 1.1724 Epoch 2/8... Discriminator Loss: 1.1921... Generator Loss: 0.6931 Epoch 2/8... Discriminator Loss: 1.1833... Generator Loss: 0.7061 Epoch 2/8... Discriminator Loss: 0.9718... Generator Loss: 1.1378 Epoch 2/8... Discriminator Loss: 1.0425... Generator Loss: 0.8175 Epoch 2/8... Discriminator Loss: 1.2492... Generator Loss: 0.6360 Epoch 2/8... Discriminator Loss: 1.2888... Generator Loss: 1.2676 Epoch 2/8... Discriminator Loss: 1.2834... Generator Loss: 0.5641 Epoch 2/8... Discriminator Loss: 1.1862... Generator Loss: 0.9309 Epoch 2/8... Discriminator Loss: 1.1123... Generator Loss: 0.8386
Epoch 2/8... Discriminator Loss: 1.1251... Generator Loss: 0.8428 Epoch 2/8... Discriminator Loss: 1.0632... Generator Loss: 0.8251 Epoch 2/8... Discriminator Loss: 1.0423... Generator Loss: 1.2699 Epoch 2/8... Discriminator Loss: 1.0885... Generator Loss: 1.1195 Epoch 2/8... Discriminator Loss: 1.1376... Generator Loss: 0.9754 Epoch 2/8... Discriminator Loss: 1.1637... Generator Loss: 0.9070 Epoch 2/8... Discriminator Loss: 1.0744... Generator Loss: 0.8587 Epoch 2/8... Discriminator Loss: 1.1657... Generator Loss: 1.1150 Epoch 2/8... Discriminator Loss: 1.0935... Generator Loss: 0.9680 Epoch 2/8... Discriminator Loss: 1.0144... Generator Loss: 1.3647 Epoch 2/8... Discriminator Loss: 1.0411... Generator Loss: 0.8867 Epoch 2/8... Discriminator Loss: 1.2862... Generator Loss: 1.5075 Epoch 2/8... Discriminator Loss: 1.0903... Generator Loss: 0.8612 Epoch 2/8... Discriminator Loss: 1.0776... Generator Loss: 1.0803 Epoch 2/8... Discriminator Loss: 1.0649... Generator Loss: 0.8704 Epoch 2/8... Discriminator Loss: 1.2210... Generator Loss: 1.2658 Epoch 2/8... Discriminator Loss: 1.0718... Generator Loss: 0.9232 Epoch 2/8... Discriminator Loss: 1.2433... Generator Loss: 0.6147 Epoch 2/8... Discriminator Loss: 1.2509... Generator Loss: 1.1701 Epoch 2/8... Discriminator Loss: 1.3926... Generator Loss: 0.4867
Epoch 2/8... Discriminator Loss: 1.0819... Generator Loss: 1.0144 Epoch 2/8... Discriminator Loss: 1.0118... Generator Loss: 0.9863 Epoch 2/8... Discriminator Loss: 1.1575... Generator Loss: 0.7382 Epoch 2/8... Discriminator Loss: 1.0076... Generator Loss: 1.0920 Epoch 2/8... Discriminator Loss: 1.0543... Generator Loss: 1.0197 Epoch 2/8... Discriminator Loss: 1.0594... Generator Loss: 1.3559 Epoch 2/8... Discriminator Loss: 1.2800... Generator Loss: 0.5877 Epoch 2/8... Discriminator Loss: 1.0814... Generator Loss: 1.0885 Epoch 2/8... Discriminator Loss: 1.0833... Generator Loss: 0.7821 Epoch 2/8... Discriminator Loss: 1.0743... Generator Loss: 1.0178 Epoch 2/8... Discriminator Loss: 0.9741... Generator Loss: 1.0754 Epoch 2/8... Discriminator Loss: 1.0146... Generator Loss: 1.0086 Epoch 2/8... Discriminator Loss: 1.0070... Generator Loss: 1.2043 Epoch 2/8... Discriminator Loss: 1.1311... Generator Loss: 0.9057 Epoch 2/8... Discriminator Loss: 1.0374... Generator Loss: 1.0136 Epoch 2/8... Discriminator Loss: 1.1567... Generator Loss: 0.8582 Epoch 2/8... Discriminator Loss: 1.1821... Generator Loss: 0.7092 Epoch 2/8... Discriminator Loss: 1.0156... Generator Loss: 1.2568 Epoch 2/8... Discriminator Loss: 1.1020... Generator Loss: 0.8050 Epoch 2/8... Discriminator Loss: 1.1392... Generator Loss: 0.7822
Epoch 2/8... Discriminator Loss: 1.0601... Generator Loss: 1.0600 Epoch 2/8... Discriminator Loss: 0.9051... Generator Loss: 1.6240 Epoch 2/8... Discriminator Loss: 1.5263... Generator Loss: 0.3898 Epoch 2/8... Discriminator Loss: 1.1525... Generator Loss: 1.2047 Epoch 2/8... Discriminator Loss: 1.0385... Generator Loss: 0.9814 Epoch 2/8... Discriminator Loss: 0.7994... Generator Loss: 1.5329 Epoch 2/8... Discriminator Loss: 1.1545... Generator Loss: 0.7096 Epoch 2/8... Discriminator Loss: 1.1018... Generator Loss: 1.5803 Epoch 2/8... Discriminator Loss: 1.1248... Generator Loss: 0.7742 Epoch 2/8... Discriminator Loss: 1.0333... Generator Loss: 0.9139 Epoch 2/8... Discriminator Loss: 1.1253... Generator Loss: 1.1300 Epoch 2/8... Discriminator Loss: 1.2028... Generator Loss: 0.7941 Epoch 2/8... Discriminator Loss: 1.0786... Generator Loss: 0.9560 Epoch 2/8... Discriminator Loss: 1.1969... Generator Loss: 0.8271 Epoch 2/8... Discriminator Loss: 1.1847... Generator Loss: 0.7394 Epoch 2/8... Discriminator Loss: 1.1148... Generator Loss: 1.0078 Epoch 2/8... Discriminator Loss: 1.1046... Generator Loss: 0.9237 Epoch 2/8... Discriminator Loss: 1.1145... Generator Loss: 0.9186 Epoch 2/8... Discriminator Loss: 1.3162... Generator Loss: 0.5672 Epoch 2/8... Discriminator Loss: 1.1323... Generator Loss: 1.2428
Epoch 2/8... Discriminator Loss: 1.0832... Generator Loss: 1.0524 Epoch 2/8... Discriminator Loss: 1.0952... Generator Loss: 0.8945 Epoch 2/8... Discriminator Loss: 0.9976... Generator Loss: 1.0014 Epoch 2/8... Discriminator Loss: 1.1293... Generator Loss: 1.0168 Epoch 2/8... Discriminator Loss: 1.3776... Generator Loss: 0.4988 Epoch 2/8... Discriminator Loss: 1.2653... Generator Loss: 1.3563 Epoch 2/8... Discriminator Loss: 1.1225... Generator Loss: 0.8554 Epoch 2/8... Discriminator Loss: 1.0822... Generator Loss: 0.8044 Epoch 2/8... Discriminator Loss: 1.2365... Generator Loss: 0.6923 Epoch 2/8... Discriminator Loss: 1.2668... Generator Loss: 0.6264 Epoch 2/8... Discriminator Loss: 1.2124... Generator Loss: 0.7140 Epoch 2/8... Discriminator Loss: 1.1008... Generator Loss: 0.8683 Epoch 2/8... Discriminator Loss: 1.2494... Generator Loss: 0.6334 Epoch 2/8... Discriminator Loss: 1.1515... Generator Loss: 0.8127 Epoch 2/8... Discriminator Loss: 1.1609... Generator Loss: 0.9112 Epoch 2/8... Discriminator Loss: 1.1853... Generator Loss: 0.8995 Epoch 2/8... Discriminator Loss: 1.1948... Generator Loss: 0.8208 Epoch 2/8... Discriminator Loss: 1.1727... Generator Loss: 1.0688 Epoch 2/8... Discriminator Loss: 1.0958... Generator Loss: 1.0999 Epoch 2/8... Discriminator Loss: 1.0613... Generator Loss: 0.9872
Epoch 2/8... Discriminator Loss: 1.1420... Generator Loss: 0.9924 Epoch 2/8... Discriminator Loss: 1.1299... Generator Loss: 0.9470 Epoch 2/8... Discriminator Loss: 1.1492... Generator Loss: 0.8053 Epoch 2/8... Discriminator Loss: 1.1012... Generator Loss: 1.6797 Epoch 2/8... Discriminator Loss: 1.3829... Generator Loss: 0.5168 Epoch 2/8... Discriminator Loss: 1.1944... Generator Loss: 0.9524 Epoch 2/8... Discriminator Loss: 1.2380... Generator Loss: 1.1857 Epoch 2/8... Discriminator Loss: 1.1913... Generator Loss: 0.7487 Epoch 2/8... Discriminator Loss: 1.0808... Generator Loss: 0.9226 Epoch 2/8... Discriminator Loss: 1.1107... Generator Loss: 1.0347 Epoch 2/8... Discriminator Loss: 1.1627... Generator Loss: 0.8428 Epoch 2/8... Discriminator Loss: 1.1348... Generator Loss: 0.8601 Epoch 2/8... Discriminator Loss: 1.1300... Generator Loss: 0.8248 Epoch 2/8... Discriminator Loss: 1.1336... Generator Loss: 1.4917 Epoch 2/8... Discriminator Loss: 1.1814... Generator Loss: 0.8520 Epoch 2/8... Discriminator Loss: 1.2547... Generator Loss: 0.6082 Epoch 2/8... Discriminator Loss: 1.1285... Generator Loss: 0.9814 Epoch 2/8... Discriminator Loss: 1.1535... Generator Loss: 0.7355 Epoch 2/8... Discriminator Loss: 1.2319... Generator Loss: 0.8118 Epoch 2/8... Discriminator Loss: 1.1775... Generator Loss: 1.0128
Epoch 2/8... Discriminator Loss: 1.3568... Generator Loss: 0.5526 Epoch 2/8... Discriminator Loss: 1.0681... Generator Loss: 1.2346 Epoch 2/8... Discriminator Loss: 1.3004... Generator Loss: 0.6535 Epoch 2/8... Discriminator Loss: 1.1270... Generator Loss: 1.0212 Epoch 2/8... Discriminator Loss: 1.2657... Generator Loss: 0.6754 Epoch 2/8... Discriminator Loss: 1.1637... Generator Loss: 0.8740 Epoch 2/8... Discriminator Loss: 1.2392... Generator Loss: 0.6900 Epoch 2/8... Discriminator Loss: 1.1603... Generator Loss: 0.7651 Epoch 2/8... Discriminator Loss: 1.0922... Generator Loss: 1.1167 Epoch 2/8... Discriminator Loss: 1.1348... Generator Loss: 0.9600 Epoch 2/8... Discriminator Loss: 1.2140... Generator Loss: 0.6518 Epoch 2/8... Discriminator Loss: 1.1171... Generator Loss: 1.1869 Epoch 2/8... Discriminator Loss: 1.2084... Generator Loss: 0.6587 Epoch 2/8... Discriminator Loss: 1.3057... Generator Loss: 0.6170 Epoch 2/8... Discriminator Loss: 1.2409... Generator Loss: 0.7406 Epoch 2/8... Discriminator Loss: 1.1654... Generator Loss: 1.2551 Epoch 2/8... Discriminator Loss: 1.2795... Generator Loss: 0.6189 Epoch 2/8... Discriminator Loss: 1.1543... Generator Loss: 1.1550 Epoch 2/8... Discriminator Loss: 1.1618... Generator Loss: 0.9465 Epoch 2/8... Discriminator Loss: 1.0871... Generator Loss: 1.0443
Epoch 2/8... Discriminator Loss: 1.2769... Generator Loss: 1.5967 Epoch 2/8... Discriminator Loss: 1.3734... Generator Loss: 0.5335 Epoch 2/8... Discriminator Loss: 1.0920... Generator Loss: 1.1538 Epoch 2/8... Discriminator Loss: 1.1242... Generator Loss: 0.8192 Epoch 2/8... Discriminator Loss: 1.1993... Generator Loss: 0.8622 Epoch 2/8... Discriminator Loss: 1.2217... Generator Loss: 0.8270 Epoch 2/8... Discriminator Loss: 1.0250... Generator Loss: 1.1384 Epoch 2/8... Discriminator Loss: 1.1424... Generator Loss: 1.0547 Epoch 2/8... Discriminator Loss: 1.1409... Generator Loss: 0.8314 Epoch 2/8... Discriminator Loss: 0.9286... Generator Loss: 1.4350 Epoch 2/8... Discriminator Loss: 1.2422... Generator Loss: 0.6744 Epoch 2/8... Discriminator Loss: 1.3073... Generator Loss: 1.2648 Epoch 2/8... Discriminator Loss: 1.3734... Generator Loss: 0.5327 Epoch 2/8... Discriminator Loss: 1.2461... Generator Loss: 0.7125 Epoch 2/8... Discriminator Loss: 1.1991... Generator Loss: 1.0438 Epoch 2/8... Discriminator Loss: 1.1641... Generator Loss: 0.7880 Epoch 2/8... Discriminator Loss: 1.1234... Generator Loss: 0.8488 Epoch 2/8... Discriminator Loss: 1.1852... Generator Loss: 0.7546 Epoch 2/8... Discriminator Loss: 1.1151... Generator Loss: 0.8640 Epoch 2/8... Discriminator Loss: 1.3219... Generator Loss: 0.5892
Epoch 2/8... Discriminator Loss: 1.1978... Generator Loss: 0.8160 Epoch 2/8... Discriminator Loss: 1.1071... Generator Loss: 1.0824 Epoch 2/8... Discriminator Loss: 1.3282... Generator Loss: 0.5608 Epoch 2/8... Discriminator Loss: 1.1958... Generator Loss: 0.9038 Epoch 2/8... Discriminator Loss: 1.1297... Generator Loss: 0.9187 Epoch 2/8... Discriminator Loss: 1.2647... Generator Loss: 0.6275 Epoch 2/8... Discriminator Loss: 1.2978... Generator Loss: 1.3974 Epoch 2/8... Discriminator Loss: 1.2156... Generator Loss: 0.8106 Epoch 2/8... Discriminator Loss: 1.2976... Generator Loss: 0.6409 Epoch 2/8... Discriminator Loss: 1.1820... Generator Loss: 0.7279 Epoch 2/8... Discriminator Loss: 1.2443... Generator Loss: 0.7617 Epoch 2/8... Discriminator Loss: 1.2342... Generator Loss: 0.6540 Epoch 2/8... Discriminator Loss: 1.2254... Generator Loss: 0.7005 Epoch 2/8... Discriminator Loss: 1.2352... Generator Loss: 0.7426 Epoch 2/8... Discriminator Loss: 1.1802... Generator Loss: 0.9083 Epoch 2/8... Discriminator Loss: 1.2625... Generator Loss: 0.7742 Epoch 2/8... Discriminator Loss: 1.1491... Generator Loss: 0.8714 Epoch 2/8... Discriminator Loss: 1.1872... Generator Loss: 0.8713 Epoch 2/8... Discriminator Loss: 1.1706... Generator Loss: 0.9912 Epoch 2/8... Discriminator Loss: 1.2589... Generator Loss: 0.6747
Epoch 2/8... Discriminator Loss: 1.1690... Generator Loss: 0.7441 Epoch 2/8... Discriminator Loss: 1.1899... Generator Loss: 0.7947 Epoch 2/8... Discriminator Loss: 1.1506... Generator Loss: 0.8798 Epoch 2/8... Discriminator Loss: 1.2191... Generator Loss: 0.7550 Epoch 2/8... Discriminator Loss: 1.3867... Generator Loss: 0.5443 Epoch 2/8... Discriminator Loss: 1.0896... Generator Loss: 0.9905 Epoch 2/8... Discriminator Loss: 1.1746... Generator Loss: 1.0236 Epoch 2/8... Discriminator Loss: 1.0919... Generator Loss: 0.8811 Epoch 2/8... Discriminator Loss: 1.3006... Generator Loss: 0.5682 Epoch 2/8... Discriminator Loss: 1.0580... Generator Loss: 1.1471 Epoch 2/8... Discriminator Loss: 1.2300... Generator Loss: 0.8680 Epoch 2/8... Discriminator Loss: 1.1845... Generator Loss: 0.8333 Epoch 2/8... Discriminator Loss: 1.2250... Generator Loss: 1.0805 Epoch 2/8... Discriminator Loss: 1.2735... Generator Loss: 0.6585 Epoch 2/8... Discriminator Loss: 1.1827... Generator Loss: 0.8459 Epoch 2/8... Discriminator Loss: 1.2159... Generator Loss: 0.7240 Epoch 2/8... Discriminator Loss: 1.1929... Generator Loss: 1.1751 Epoch 2/8... Discriminator Loss: 1.2034... Generator Loss: 0.6824 Epoch 2/8... Discriminator Loss: 1.1657... Generator Loss: 1.2578 Epoch 2/8... Discriminator Loss: 1.3337... Generator Loss: 0.5285
Epoch 2/8... Discriminator Loss: 1.1355... Generator Loss: 0.9825 Epoch 2/8... Discriminator Loss: 1.2500... Generator Loss: 0.7807 Epoch 2/8... Discriminator Loss: 1.3425... Generator Loss: 0.5644 Epoch 2/8... Discriminator Loss: 1.2250... Generator Loss: 1.2127 Epoch 2/8... Discriminator Loss: 1.2493... Generator Loss: 0.6419 Epoch 2/8... Discriminator Loss: 1.0712... Generator Loss: 0.8981 Epoch 2/8... Discriminator Loss: 1.2702... Generator Loss: 0.6682 Epoch 2/8... Discriminator Loss: 1.2097... Generator Loss: 0.7393 Epoch 2/8... Discriminator Loss: 1.1833... Generator Loss: 1.0688 Epoch 2/8... Discriminator Loss: 1.1608... Generator Loss: 0.8120 Epoch 2/8... Discriminator Loss: 1.1734... Generator Loss: 1.1836 Epoch 2/8... Discriminator Loss: 1.3902... Generator Loss: 0.4893 Epoch 2/8... Discriminator Loss: 1.1897... Generator Loss: 0.8902 Epoch 2/8... Discriminator Loss: 1.2351... Generator Loss: 0.6953 Epoch 2/8... Discriminator Loss: 1.1120... Generator Loss: 0.8832 Epoch 2/8... Discriminator Loss: 1.3263... Generator Loss: 0.6744 Epoch 2/8... Discriminator Loss: 1.3125... Generator Loss: 0.5611 Epoch 2/8... Discriminator Loss: 1.2878... Generator Loss: 1.3172 Epoch 2/8... Discriminator Loss: 1.2999... Generator Loss: 0.5761 Epoch 2/8... Discriminator Loss: 1.2132... Generator Loss: 1.0027
Epoch 2/8... Discriminator Loss: 1.2683... Generator Loss: 0.6934 Epoch 2/8... Discriminator Loss: 1.2828... Generator Loss: 0.6003 Epoch 2/8... Discriminator Loss: 1.2634... Generator Loss: 0.7284 Epoch 2/8... Discriminator Loss: 1.2060... Generator Loss: 1.1684 Epoch 2/8... Discriminator Loss: 1.1287... Generator Loss: 0.9368 Epoch 2/8... Discriminator Loss: 1.1480... Generator Loss: 0.8706 Epoch 2/8... Discriminator Loss: 1.1521... Generator Loss: 0.9489 Epoch 2/8... Discriminator Loss: 1.1645... Generator Loss: 0.8289 Epoch 2/8... Discriminator Loss: 1.3705... Generator Loss: 0.5792 Epoch 2/8... Discriminator Loss: 1.1914... Generator Loss: 0.8744 Epoch 2/8... Discriminator Loss: 1.2763... Generator Loss: 0.6559 Epoch 2/8... Discriminator Loss: 1.2353... Generator Loss: 0.7200 Epoch 2/8... Discriminator Loss: 1.2299... Generator Loss: 0.7625 Epoch 2/8... Discriminator Loss: 1.1694... Generator Loss: 1.0549 Epoch 2/8... Discriminator Loss: 1.2477... Generator Loss: 0.6559 Epoch 2/8... Discriminator Loss: 1.2273... Generator Loss: 0.7579 Epoch 2/8... Discriminator Loss: 1.1988... Generator Loss: 0.8611 Epoch 2/8... Discriminator Loss: 1.2181... Generator Loss: 0.7603 Epoch 2/8... Discriminator Loss: 1.2326... Generator Loss: 0.7246 Epoch 2/8... Discriminator Loss: 1.2069... Generator Loss: 0.7400
Epoch 2/8... Discriminator Loss: 1.1297... Generator Loss: 0.9701 Epoch 2/8... Discriminator Loss: 1.0983... Generator Loss: 1.5197 Epoch 2/8... Discriminator Loss: 1.5505... Generator Loss: 0.3867 Epoch 2/8... Discriminator Loss: 1.2722... Generator Loss: 0.7550 Epoch 2/8... Discriminator Loss: 1.1536... Generator Loss: 0.9652 Epoch 2/8... Discriminator Loss: 1.2209... Generator Loss: 0.8056 Epoch 2/8... Discriminator Loss: 1.2526... Generator Loss: 0.7096 Epoch 2/8... Discriminator Loss: 1.1415... Generator Loss: 0.9401 Epoch 2/8... Discriminator Loss: 1.2285... Generator Loss: 0.7177 Epoch 2/8... Discriminator Loss: 1.2739... Generator Loss: 0.6776 Epoch 2/8... Discriminator Loss: 1.1804... Generator Loss: 1.0062 Epoch 2/8... Discriminator Loss: 1.2974... Generator Loss: 0.7316 Epoch 2/8... Discriminator Loss: 1.2735... Generator Loss: 0.7571 Epoch 2/8... Discriminator Loss: 1.2733... Generator Loss: 0.8190 Epoch 2/8... Discriminator Loss: 1.2795... Generator Loss: 0.6072 Epoch 2/8... Discriminator Loss: 1.1386... Generator Loss: 0.8492 Epoch 2/8... Discriminator Loss: 1.1472... Generator Loss: 0.8840 Epoch 2/8... Discriminator Loss: 1.2212... Generator Loss: 0.6924 Epoch 2/8... Discriminator Loss: 1.0353... Generator Loss: 1.1318 Epoch 2/8... Discriminator Loss: 1.2540... Generator Loss: 0.8158
Epoch 2/8... Discriminator Loss: 1.1903... Generator Loss: 0.7880 Epoch 2/8... Discriminator Loss: 1.3177... Generator Loss: 0.9943 Epoch 2/8... Discriminator Loss: 1.2506... Generator Loss: 0.6992 Epoch 2/8... Discriminator Loss: 1.2318... Generator Loss: 0.8985 Epoch 2/8... Discriminator Loss: 1.2362... Generator Loss: 0.7489 Epoch 2/8... Discriminator Loss: 1.2526... Generator Loss: 0.8275 Epoch 2/8... Discriminator Loss: 1.1910... Generator Loss: 0.7950 Epoch 2/8... Discriminator Loss: 1.2818... Generator Loss: 0.6463 Epoch 2/8... Discriminator Loss: 1.2327... Generator Loss: 0.9610 Epoch 2/8... Discriminator Loss: 1.0705... Generator Loss: 0.9206 Epoch 2/8... Discriminator Loss: 1.2332... Generator Loss: 1.0805 Epoch 2/8... Discriminator Loss: 1.1071... Generator Loss: 1.1509 Epoch 2/8... Discriminator Loss: 1.4728... Generator Loss: 0.4823 Epoch 2/8... Discriminator Loss: 1.2638... Generator Loss: 0.8674 Epoch 2/8... Discriminator Loss: 1.2918... Generator Loss: 0.6685 Epoch 2/8... Discriminator Loss: 1.1968... Generator Loss: 1.0547 Epoch 2/8... Discriminator Loss: 1.3682... Generator Loss: 0.5580 Epoch 2/8... Discriminator Loss: 1.1969... Generator Loss: 0.7512 Epoch 2/8... Discriminator Loss: 1.3198... Generator Loss: 0.6592 Epoch 2/8... Discriminator Loss: 1.1561... Generator Loss: 0.8402
Epoch 2/8... Discriminator Loss: 1.2742... Generator Loss: 0.7266 Epoch 2/8... Discriminator Loss: 1.2358... Generator Loss: 1.1125 Epoch 2/8... Discriminator Loss: 1.2445... Generator Loss: 0.7974 Epoch 2/8... Discriminator Loss: 1.2499... Generator Loss: 0.6804 Epoch 2/8... Discriminator Loss: 1.1314... Generator Loss: 0.9384 Epoch 2/8... Discriminator Loss: 1.2043... Generator Loss: 0.8396 Epoch 2/8... Discriminator Loss: 1.1697... Generator Loss: 0.9141 Epoch 2/8... Discriminator Loss: 1.2398... Generator Loss: 0.9560 Epoch 2/8... Discriminator Loss: 1.2201... Generator Loss: 0.8783 Epoch 2/8... Discriminator Loss: 1.3134... Generator Loss: 0.5765 Epoch 2/8... Discriminator Loss: 1.2501... Generator Loss: 1.1496 Epoch 2/8... Discriminator Loss: 1.2392... Generator Loss: 0.7560 Epoch 2/8... Discriminator Loss: 1.1712... Generator Loss: 0.8601 Epoch 2/8... Discriminator Loss: 1.2368... Generator Loss: 0.7338 Epoch 2/8... Discriminator Loss: 1.2139... Generator Loss: 0.9174 Epoch 2/8... Discriminator Loss: 1.1935... Generator Loss: 0.7865 Epoch 2/8... Discriminator Loss: 1.0974... Generator Loss: 1.1129 Epoch 2/8... Discriminator Loss: 1.3067... Generator Loss: 0.5757 Epoch 2/8... Discriminator Loss: 1.3717... Generator Loss: 0.7034 Epoch 2/8... Discriminator Loss: 1.1871... Generator Loss: 0.9306
Epoch 2/8... Discriminator Loss: 1.2145... Generator Loss: 0.8832 Epoch 2/8... Discriminator Loss: 1.2430... Generator Loss: 0.8067 Epoch 2/8... Discriminator Loss: 1.2161... Generator Loss: 0.7353 Epoch 2/8... Discriminator Loss: 1.2253... Generator Loss: 0.8166 Epoch 2/8... Discriminator Loss: 1.1776... Generator Loss: 1.0510 Epoch 2/8... Discriminator Loss: 1.2685... Generator Loss: 0.8103 Epoch 2/8... Discriminator Loss: 1.2796... Generator Loss: 0.7504 Epoch 2/8... Discriminator Loss: 1.1362... Generator Loss: 1.2149 Epoch 2/8... Discriminator Loss: 1.2753... Generator Loss: 0.6428 Epoch 2/8... Discriminator Loss: 1.2418... Generator Loss: 0.7861 Epoch 2/8... Discriminator Loss: 1.2581... Generator Loss: 0.7642 Epoch 2/8... Discriminator Loss: 1.2654... Generator Loss: 0.6789 Epoch 2/8... Discriminator Loss: 1.2644... Generator Loss: 0.7866 Epoch 2/8... Discriminator Loss: 1.2489... Generator Loss: 0.9408 Epoch 2/8... Discriminator Loss: 1.2061... Generator Loss: 0.8312 Epoch 2/8... Discriminator Loss: 1.2274... Generator Loss: 0.8868 Epoch 2/8... Discriminator Loss: 1.1963... Generator Loss: 0.7943 Epoch 2/8... Discriminator Loss: 1.2193... Generator Loss: 0.6950 Epoch 2/8... Discriminator Loss: 1.3202... Generator Loss: 0.6848 Epoch 2/8... Discriminator Loss: 1.3042... Generator Loss: 0.6306
Epoch 2/8... Discriminator Loss: 1.2697... Generator Loss: 0.8094 Epoch 2/8... Discriminator Loss: 1.2750... Generator Loss: 0.8304 Epoch 2/8... Discriminator Loss: 1.2188... Generator Loss: 0.8292 Epoch 2/8... Discriminator Loss: 1.3056... Generator Loss: 0.6336 Epoch 2/8... Discriminator Loss: 1.2536... Generator Loss: 0.8227 Epoch 2/8... Discriminator Loss: 1.2519... Generator Loss: 0.9454 Epoch 2/8... Discriminator Loss: 1.2361... Generator Loss: 0.6982 Epoch 2/8... Discriminator Loss: 1.3175... Generator Loss: 0.7828 Epoch 2/8... Discriminator Loss: 1.1936... Generator Loss: 0.9848 Epoch 2/8... Discriminator Loss: 1.3440... Generator Loss: 0.5924 Epoch 2/8... Discriminator Loss: 1.2336... Generator Loss: 0.8251 Epoch 2/8... Discriminator Loss: 1.2809... Generator Loss: 0.6938 Epoch 2/8... Discriminator Loss: 1.2854... Generator Loss: 0.7455 Epoch 2/8... Discriminator Loss: 1.2534... Generator Loss: 1.1802 Epoch 2/8... Discriminator Loss: 1.1761... Generator Loss: 0.8806 Epoch 2/8... Discriminator Loss: 1.2084... Generator Loss: 0.8338 Epoch 2/8... Discriminator Loss: 1.2960... Generator Loss: 0.8211 Epoch 2/8... Discriminator Loss: 1.2524... Generator Loss: 0.6835 Epoch 2/8... Discriminator Loss: 1.2706... Generator Loss: 0.8013 Epoch 2/8... Discriminator Loss: 1.2863... Generator Loss: 0.7087
Epoch 2/8... Discriminator Loss: 1.2557... Generator Loss: 0.6894 Epoch 2/8... Discriminator Loss: 1.2767... Generator Loss: 1.2290 Epoch 2/8... Discriminator Loss: 1.2005... Generator Loss: 0.8303 Epoch 2/8... Discriminator Loss: 1.2546... Generator Loss: 0.7871 Epoch 2/8... Discriminator Loss: 1.2652... Generator Loss: 0.8659 Epoch 2/8... Discriminator Loss: 1.2961... Generator Loss: 0.6855 Epoch 2/8... Discriminator Loss: 1.1955... Generator Loss: 0.7860 Epoch 2/8... Discriminator Loss: 1.1867... Generator Loss: 0.7881 Epoch 2/8... Discriminator Loss: 1.2418... Generator Loss: 0.7936 Epoch 2/8... Discriminator Loss: 1.2395... Generator Loss: 0.7218 Epoch 2/8... Discriminator Loss: 1.4469... Generator Loss: 0.5005 Epoch 2/8... Discriminator Loss: 1.3297... Generator Loss: 1.1050 Epoch 2/8... Discriminator Loss: 1.2238... Generator Loss: 0.7418 Epoch 2/8... Discriminator Loss: 1.2617... Generator Loss: 0.8062 Epoch 2/8... Discriminator Loss: 1.3717... Generator Loss: 0.6831 Epoch 2/8... Discriminator Loss: 1.2204... Generator Loss: 1.0044 Epoch 2/8... Discriminator Loss: 1.2185... Generator Loss: 1.1187 Epoch 2/8... Discriminator Loss: 1.3130... Generator Loss: 0.6245 Epoch 2/8... Discriminator Loss: 1.2412... Generator Loss: 0.7957 Epoch 2/8... Discriminator Loss: 1.2882... Generator Loss: 0.7914
Epoch 2/8... Discriminator Loss: 1.2198... Generator Loss: 0.7320 Epoch 2/8... Discriminator Loss: 1.1849... Generator Loss: 0.7298 Epoch 2/8... Discriminator Loss: 1.3158... Generator Loss: 0.6719 Epoch 2/8... Discriminator Loss: 1.2820... Generator Loss: 0.9898 Epoch 2/8... Discriminator Loss: 1.2131... Generator Loss: 0.9648 Epoch 2/8... Discriminator Loss: 1.3093... Generator Loss: 0.6019 Epoch 2/8... Discriminator Loss: 1.2511... Generator Loss: 0.8126 Epoch 2/8... Discriminator Loss: 1.2345... Generator Loss: 0.8703 Epoch 2/8... Discriminator Loss: 1.2578... Generator Loss: 0.7206 Epoch 2/8... Discriminator Loss: 1.1653... Generator Loss: 0.8628 Epoch 2/8... Discriminator Loss: 1.1676... Generator Loss: 1.0629 Epoch 2/8... Discriminator Loss: 1.3230... Generator Loss: 0.6536 Epoch 2/8... Discriminator Loss: 1.2188... Generator Loss: 1.0858 Epoch 2/8... Discriminator Loss: 1.2942... Generator Loss: 0.6761 Epoch 2/8... Discriminator Loss: 1.2376... Generator Loss: 0.8076 Epoch 2/8... Discriminator Loss: 1.2592... Generator Loss: 0.8928 Epoch 2/8... Discriminator Loss: 1.2352... Generator Loss: 0.7034 Epoch 2/8... Discriminator Loss: 1.2771... Generator Loss: 0.9495 Epoch 2/8... Discriminator Loss: 1.2500... Generator Loss: 0.9386 Epoch 2/8... Discriminator Loss: 1.3353... Generator Loss: 0.6600
Epoch 2/8... Discriminator Loss: 1.3095... Generator Loss: 0.6381 Epoch 2/8... Discriminator Loss: 1.2203... Generator Loss: 0.9418 Epoch 2/8... Discriminator Loss: 1.3064... Generator Loss: 0.6573 Epoch 2/8... Discriminator Loss: 1.3045... Generator Loss: 0.7112 Epoch 2/8... Discriminator Loss: 1.2977... Generator Loss: 0.8174 Epoch 2/8... Discriminator Loss: 1.2721... Generator Loss: 0.7375 Epoch 2/8... Discriminator Loss: 1.4066... Generator Loss: 0.6027 Epoch 2/8... Discriminator Loss: 1.2373... Generator Loss: 0.8338 Epoch 2/8... Discriminator Loss: 1.1521... Generator Loss: 0.9146 Epoch 2/8... Discriminator Loss: 1.3271... Generator Loss: 0.6128 Epoch 2/8... Discriminator Loss: 1.3339... Generator Loss: 0.7962 Epoch 2/8... Discriminator Loss: 1.2439... Generator Loss: 0.7427 Epoch 2/8... Discriminator Loss: 1.2993... Generator Loss: 0.8369 Epoch 2/8... Discriminator Loss: 1.2784... Generator Loss: 0.7336 Epoch 2/8... Discriminator Loss: 1.2615... Generator Loss: 0.7851 Epoch 2/8... Discriminator Loss: 1.1707... Generator Loss: 0.8540 Epoch 2/8... Discriminator Loss: 1.2985... Generator Loss: 0.9392 Epoch 2/8... Discriminator Loss: 1.3923... Generator Loss: 0.5707 Epoch 2/8... Discriminator Loss: 1.2520... Generator Loss: 1.1280 Epoch 2/8... Discriminator Loss: 1.3017... Generator Loss: 0.6692
Epoch 2/8... Discriminator Loss: 1.2332... Generator Loss: 0.7552 Epoch 2/8... Discriminator Loss: 1.3152... Generator Loss: 0.6291 Epoch 2/8... Discriminator Loss: 1.2788... Generator Loss: 0.7003 Epoch 2/8... Discriminator Loss: 1.1851... Generator Loss: 0.8124 Epoch 2/8... Discriminator Loss: 1.2368... Generator Loss: 0.8713 Epoch 2/8... Discriminator Loss: 1.2219... Generator Loss: 0.9712 Epoch 2/8... Discriminator Loss: 1.1896... Generator Loss: 0.8705 Epoch 2/8... Discriminator Loss: 1.1386... Generator Loss: 0.8964 Epoch 2/8... Discriminator Loss: 1.3011... Generator Loss: 0.7333 Epoch 2/8... Discriminator Loss: 1.1106... Generator Loss: 1.0529 Epoch 2/8... Discriminator Loss: 1.4330... Generator Loss: 0.5480 Epoch 2/8... Discriminator Loss: 1.3055... Generator Loss: 0.6725 Epoch 2/8... Discriminator Loss: 1.3100... Generator Loss: 0.6795 Epoch 2/8... Discriminator Loss: 1.2311... Generator Loss: 0.8378 Epoch 2/8... Discriminator Loss: 1.4270... Generator Loss: 0.5744 Epoch 2/8... Discriminator Loss: 1.2671... Generator Loss: 0.8186 Epoch 2/8... Discriminator Loss: 1.3684... Generator Loss: 0.5500 Epoch 2/8... Discriminator Loss: 1.2675... Generator Loss: 0.8641 Epoch 2/8... Discriminator Loss: 1.3193... Generator Loss: 0.6384 Epoch 2/8... Discriminator Loss: 1.2307... Generator Loss: 0.9608
Epoch 2/8... Discriminator Loss: 1.2478... Generator Loss: 0.7396 Epoch 2/8... Discriminator Loss: 1.3021... Generator Loss: 0.7552 Epoch 2/8... Discriminator Loss: 1.2666... Generator Loss: 0.7209 Epoch 2/8... Discriminator Loss: 1.1719... Generator Loss: 0.8886 Epoch 2/8... Discriminator Loss: 1.2306... Generator Loss: 0.6902 Epoch 2/8... Discriminator Loss: 1.1783... Generator Loss: 0.9050 Epoch 2/8... Discriminator Loss: 1.2393... Generator Loss: 0.8548 Epoch 2/8... Discriminator Loss: 1.2565... Generator Loss: 0.7760 Epoch 2/8... Discriminator Loss: 1.2356... Generator Loss: 0.9712 Epoch 2/8... Discriminator Loss: 1.4394... Generator Loss: 0.4886 Epoch 2/8... Discriminator Loss: 1.3895... Generator Loss: 1.1390 Epoch 2/8... Discriminator Loss: 1.2654... Generator Loss: 0.7964 Epoch 2/8... Discriminator Loss: 1.2603... Generator Loss: 0.7685 Epoch 2/8... Discriminator Loss: 1.3604... Generator Loss: 0.9215 Epoch 2/8... Discriminator Loss: 1.2500... Generator Loss: 0.8664 Epoch 2/8... Discriminator Loss: 1.2777... Generator Loss: 0.7499 Epoch 2/8... Discriminator Loss: 1.2580... Generator Loss: 0.7578 Epoch 2/8... Discriminator Loss: 1.2256... Generator Loss: 0.8552 Epoch 2/8... Discriminator Loss: 1.3335... Generator Loss: 0.7836 Epoch 2/8... Discriminator Loss: 1.2979... Generator Loss: 0.7865
Epoch 2/8... Discriminator Loss: 1.2505... Generator Loss: 0.7109 Epoch 2/8... Discriminator Loss: 1.3203... Generator Loss: 0.8396 Epoch 2/8... Discriminator Loss: 1.2766... Generator Loss: 0.6608 Epoch 2/8... Discriminator Loss: 1.1533... Generator Loss: 1.0124 Epoch 2/8... Discriminator Loss: 1.2252... Generator Loss: 0.7765 Epoch 2/8... Discriminator Loss: 1.1877... Generator Loss: 0.8328 Epoch 2/8... Discriminator Loss: 1.3220... Generator Loss: 0.6863 Epoch 2/8... Discriminator Loss: 1.2659... Generator Loss: 0.8503 Epoch 2/8... Discriminator Loss: 1.3647... Generator Loss: 0.6581 Epoch 2/8... Discriminator Loss: 1.2624... Generator Loss: 0.7393 Epoch 2/8... Discriminator Loss: 1.2923... Generator Loss: 0.6652 Epoch 2/8... Discriminator Loss: 1.3397... Generator Loss: 0.9753 Epoch 2/8... Discriminator Loss: 1.3008... Generator Loss: 0.6938 Epoch 2/8... Discriminator Loss: 1.2892... Generator Loss: 0.8129 Epoch 2/8... Discriminator Loss: 1.3242... Generator Loss: 0.7520 Epoch 2/8... Discriminator Loss: 1.2896... Generator Loss: 0.8459 Epoch 2/8... Discriminator Loss: 1.2680... Generator Loss: 0.8019 Epoch 2/8... Discriminator Loss: 1.3187... Generator Loss: 0.6753 Epoch 2/8... Discriminator Loss: 1.2444... Generator Loss: 0.7257 Epoch 2/8... Discriminator Loss: 1.2536... Generator Loss: 0.8415
Epoch 2/8... Discriminator Loss: 1.2302... Generator Loss: 0.7773 Epoch 2/8... Discriminator Loss: 1.1992... Generator Loss: 0.8543 Epoch 2/8... Discriminator Loss: 1.3055... Generator Loss: 0.8421 Epoch 2/8... Discriminator Loss: 1.4077... Generator Loss: 0.6460 Epoch 2/8... Discriminator Loss: 1.2564... Generator Loss: 0.7870 Epoch 2/8... Discriminator Loss: 1.3888... Generator Loss: 0.5682 Epoch 2/8... Discriminator Loss: 1.2560... Generator Loss: 0.7643 Epoch 2/8... Discriminator Loss: 1.3477... Generator Loss: 0.6450 Epoch 2/8... Discriminator Loss: 1.3579... Generator Loss: 0.6111 Epoch 2/8... Discriminator Loss: 1.2493... Generator Loss: 0.8531 Epoch 2/8... Discriminator Loss: 1.2963... Generator Loss: 0.8975 Epoch 2/8... Discriminator Loss: 1.3487... Generator Loss: 0.6771 Epoch 2/8... Discriminator Loss: 1.3027... Generator Loss: 0.6641 Epoch 2/8... Discriminator Loss: 1.3044... Generator Loss: 0.8915 Epoch 2/8... Discriminator Loss: 1.3123... Generator Loss: 0.7974 Epoch 2/8... Discriminator Loss: 1.3476... Generator Loss: 0.6301 Epoch 2/8... Discriminator Loss: 1.3433... Generator Loss: 1.1154 Epoch 2/8... Discriminator Loss: 1.2840... Generator Loss: 0.8633 Epoch 2/8... Discriminator Loss: 1.3404... Generator Loss: 0.7578 Epoch 2/8... Discriminator Loss: 1.3091... Generator Loss: 0.7420
Epoch 2/8... Discriminator Loss: 1.2707... Generator Loss: 0.7232 Epoch 2/8... Discriminator Loss: 1.2815... Generator Loss: 0.7669 Epoch 2/8... Discriminator Loss: 1.2033... Generator Loss: 0.8509 Epoch 2/8... Discriminator Loss: 1.2529... Generator Loss: 0.8394 Epoch 2/8... Discriminator Loss: 1.2742... Generator Loss: 0.8325 Epoch 2/8... Discriminator Loss: 1.2273... Generator Loss: 0.7928 Epoch 2/8... Discriminator Loss: 1.2417... Generator Loss: 0.8608 Epoch 2/8... Discriminator Loss: 1.2611... Generator Loss: 0.7173 Epoch 2/8... Discriminator Loss: 1.2983... Generator Loss: 0.8718 Epoch 2/8... Discriminator Loss: 1.1015... Generator Loss: 0.9182 Epoch 2/8... Discriminator Loss: 1.2586... Generator Loss: 0.7672 Epoch 2/8... Discriminator Loss: 1.4288... Generator Loss: 0.4997 Epoch 2/8... Discriminator Loss: 1.2297... Generator Loss: 0.9702 Epoch 2/8... Discriminator Loss: 1.3428... Generator Loss: 0.7918 Epoch 2/8... Discriminator Loss: 1.3557... Generator Loss: 0.6448 Epoch 2/8... Discriminator Loss: 1.3078... Generator Loss: 0.8853 Epoch 2/8... Discriminator Loss: 1.2171... Generator Loss: 0.9147 Epoch 2/8... Discriminator Loss: 1.2185... Generator Loss: 0.8938 Epoch 2/8... Discriminator Loss: 1.2626... Generator Loss: 0.8722 Epoch 2/8... Discriminator Loss: 1.2571... Generator Loss: 0.9013
Epoch 2/8... Discriminator Loss: 1.3382... Generator Loss: 0.7034 Epoch 2/8... Discriminator Loss: 1.3592... Generator Loss: 0.6208 Epoch 2/8... Discriminator Loss: 1.3281... Generator Loss: 0.7456 Epoch 2/8... Discriminator Loss: 1.3309... Generator Loss: 0.7060 Epoch 2/8... Discriminator Loss: 1.2723... Generator Loss: 0.7460 Epoch 2/8... Discriminator Loss: 1.3204... Generator Loss: 0.8209 Epoch 2/8... Discriminator Loss: 1.3328... Generator Loss: 0.7700 Epoch 2/8... Discriminator Loss: 1.2884... Generator Loss: 0.8443 Epoch 2/8... Discriminator Loss: 1.3130... Generator Loss: 0.9567 Epoch 2/8... Discriminator Loss: 1.1981... Generator Loss: 0.7783 Epoch 2/8... Discriminator Loss: 1.3190... Generator Loss: 0.6391 Epoch 2/8... Discriminator Loss: 1.2940... Generator Loss: 0.8009 Epoch 2/8... Discriminator Loss: 1.2842... Generator Loss: 0.7548 Epoch 2/8... Discriminator Loss: 1.2798... Generator Loss: 0.8497 Epoch 2/8... Discriminator Loss: 1.3082... Generator Loss: 0.6928 Epoch 2/8... Discriminator Loss: 1.2439... Generator Loss: 0.9665 Epoch 2/8... Discriminator Loss: 1.2268... Generator Loss: 0.8761 Epoch 2/8... Discriminator Loss: 1.2803... Generator Loss: 0.8727 Epoch 2/8... Discriminator Loss: 1.3133... Generator Loss: 0.6825 Epoch 2/8... Discriminator Loss: 1.3448... Generator Loss: 1.1223
Epoch 2/8... Discriminator Loss: 1.2589... Generator Loss: 0.7759 Epoch 2/8... Discriminator Loss: 1.3314... Generator Loss: 0.6284 Epoch 2/8... Discriminator Loss: 1.3057... Generator Loss: 0.7647 Epoch 2/8... Discriminator Loss: 1.2926... Generator Loss: 0.7978 Epoch 2/8... Discriminator Loss: 1.2877... Generator Loss: 0.7866 Epoch 2/8... Discriminator Loss: 1.3167... Generator Loss: 0.8350 Epoch 3/8... Discriminator Loss: 1.2971... Generator Loss: 0.8464 Epoch 3/8... Discriminator Loss: 1.2625... Generator Loss: 0.8292 Epoch 3/8... Discriminator Loss: 1.3700... Generator Loss: 0.6218 Epoch 3/8... Discriminator Loss: 1.3146... Generator Loss: 0.6876 Epoch 3/8... Discriminator Loss: 1.3618... Generator Loss: 0.6986 Epoch 3/8... Discriminator Loss: 1.2960... Generator Loss: 0.9114 Epoch 3/8... Discriminator Loss: 1.2902... Generator Loss: 0.7101 Epoch 3/8... Discriminator Loss: 1.2974... Generator Loss: 0.7529 Epoch 3/8... Discriminator Loss: 1.2542... Generator Loss: 0.7049 Epoch 3/8... Discriminator Loss: 1.2951... Generator Loss: 0.7877 Epoch 3/8... Discriminator Loss: 1.3687... Generator Loss: 0.6256 Epoch 3/8... Discriminator Loss: 1.2544... Generator Loss: 0.8431 Epoch 3/8... Discriminator Loss: 1.3601... Generator Loss: 0.7126 Epoch 3/8... Discriminator Loss: 1.2718... Generator Loss: 0.7339
Epoch 3/8... Discriminator Loss: 1.3089... Generator Loss: 0.7014 Epoch 3/8... Discriminator Loss: 1.3499... Generator Loss: 0.7425 Epoch 3/8... Discriminator Loss: 1.2556... Generator Loss: 0.7747 Epoch 3/8... Discriminator Loss: 1.3363... Generator Loss: 0.6175 Epoch 3/8... Discriminator Loss: 0.9847... Generator Loss: 1.6696 Epoch 3/8... Discriminator Loss: 1.5998... Generator Loss: 0.3848 Epoch 3/8... Discriminator Loss: 1.2816... Generator Loss: 0.7750 Epoch 3/8... Discriminator Loss: 1.3063... Generator Loss: 0.6577 Epoch 3/8... Discriminator Loss: 1.3217... Generator Loss: 0.6423 Epoch 3/8... Discriminator Loss: 1.2417... Generator Loss: 0.7810 Epoch 3/8... Discriminator Loss: 1.2346... Generator Loss: 0.9644 Epoch 3/8... Discriminator Loss: 1.3569... Generator Loss: 0.6486 Epoch 3/8... Discriminator Loss: 1.1793... Generator Loss: 0.8802 Epoch 3/8... Discriminator Loss: 1.3248... Generator Loss: 0.7733 Epoch 3/8... Discriminator Loss: 1.2534... Generator Loss: 0.7727 Epoch 3/8... Discriminator Loss: 1.3190... Generator Loss: 0.6999 Epoch 3/8... Discriminator Loss: 1.3204... Generator Loss: 0.7763 Epoch 3/8... Discriminator Loss: 1.3453... Generator Loss: 0.7313 Epoch 3/8... Discriminator Loss: 1.2661... Generator Loss: 0.7859 Epoch 3/8... Discriminator Loss: 1.2717... Generator Loss: 0.7156
Epoch 3/8... Discriminator Loss: 1.3631... Generator Loss: 0.7957 Epoch 3/8... Discriminator Loss: 1.2700... Generator Loss: 0.8822 Epoch 3/8... Discriminator Loss: 1.2636... Generator Loss: 0.8580 Epoch 3/8... Discriminator Loss: 1.2060... Generator Loss: 0.8788 Epoch 3/8... Discriminator Loss: 1.3885... Generator Loss: 0.6281 Epoch 3/8... Discriminator Loss: 1.3291... Generator Loss: 0.9219 Epoch 3/8... Discriminator Loss: 1.3344... Generator Loss: 0.7142 Epoch 3/8... Discriminator Loss: 1.3024... Generator Loss: 0.8522 Epoch 3/8... Discriminator Loss: 1.3313... Generator Loss: 0.7529 Epoch 3/8... Discriminator Loss: 1.3967... Generator Loss: 0.6381 Epoch 3/8... Discriminator Loss: 1.3193... Generator Loss: 0.8151 Epoch 3/8... Discriminator Loss: 1.3351... Generator Loss: 0.7124 Epoch 3/8... Discriminator Loss: 1.2728... Generator Loss: 0.9240 Epoch 3/8... Discriminator Loss: 1.2981... Generator Loss: 0.6870 Epoch 3/8... Discriminator Loss: 1.3460... Generator Loss: 0.7010 Epoch 3/8... Discriminator Loss: 1.3359... Generator Loss: 0.7315 Epoch 3/8... Discriminator Loss: 1.2904... Generator Loss: 0.8016 Epoch 3/8... Discriminator Loss: 1.2583... Generator Loss: 0.8736 Epoch 3/8... Discriminator Loss: 1.2840... Generator Loss: 1.0012 Epoch 3/8... Discriminator Loss: 1.2477... Generator Loss: 0.8139
Epoch 3/8... Discriminator Loss: 1.2765... Generator Loss: 0.8888 Epoch 3/8... Discriminator Loss: 1.3586... Generator Loss: 0.6961 Epoch 3/8... Discriminator Loss: 1.3221... Generator Loss: 0.6788 Epoch 3/8... Discriminator Loss: 1.3016... Generator Loss: 0.7811 Epoch 3/8... Discriminator Loss: 1.3050... Generator Loss: 0.6725 Epoch 3/8... Discriminator Loss: 1.2202... Generator Loss: 0.8017 Epoch 3/8... Discriminator Loss: 1.2434... Generator Loss: 0.8215 Epoch 3/8... Discriminator Loss: 1.3392... Generator Loss: 0.7269 Epoch 3/8... Discriminator Loss: 1.3638... Generator Loss: 0.6816 Epoch 3/8... Discriminator Loss: 1.1998... Generator Loss: 1.0335 Epoch 3/8... Discriminator Loss: 1.3090... Generator Loss: 0.7973 Epoch 3/8... Discriminator Loss: 1.2866... Generator Loss: 0.8552 Epoch 3/8... Discriminator Loss: 1.2691... Generator Loss: 0.7707 Epoch 3/8... Discriminator Loss: 1.3554... Generator Loss: 0.6959 Epoch 3/8... Discriminator Loss: 1.2800... Generator Loss: 0.7673 Epoch 3/8... Discriminator Loss: 1.2509... Generator Loss: 0.6618 Epoch 3/8... Discriminator Loss: 1.2033... Generator Loss: 1.0047 Epoch 3/8... Discriminator Loss: 1.2978... Generator Loss: 0.7367 Epoch 3/8... Discriminator Loss: 1.3194... Generator Loss: 1.0290 Epoch 3/8... Discriminator Loss: 1.3059... Generator Loss: 0.8204
Epoch 3/8... Discriminator Loss: 1.3043... Generator Loss: 0.6805 Epoch 3/8... Discriminator Loss: 1.3156... Generator Loss: 0.8961 Epoch 3/8... Discriminator Loss: 1.4846... Generator Loss: 0.4981 Epoch 3/8... Discriminator Loss: 1.3089... Generator Loss: 0.9083 Epoch 3/8... Discriminator Loss: 1.3438... Generator Loss: 0.6961 Epoch 3/8... Discriminator Loss: 1.3211... Generator Loss: 0.8435 Epoch 3/8... Discriminator Loss: 1.3007... Generator Loss: 0.8081 Epoch 3/8... Discriminator Loss: 1.3135... Generator Loss: 0.6888 Epoch 3/8... Discriminator Loss: 1.2943... Generator Loss: 0.7924 Epoch 3/8... Discriminator Loss: 1.2194... Generator Loss: 0.8806 Epoch 3/8... Discriminator Loss: 1.2957... Generator Loss: 0.7837 Epoch 3/8... Discriminator Loss: 1.3231... Generator Loss: 0.6931 Epoch 3/8... Discriminator Loss: 1.2982... Generator Loss: 0.7214 Epoch 3/8... Discriminator Loss: 1.2444... Generator Loss: 0.9499 Epoch 3/8... Discriminator Loss: 1.2942... Generator Loss: 0.7913 Epoch 3/8... Discriminator Loss: 1.2699... Generator Loss: 0.7282 Epoch 3/8... Discriminator Loss: 1.3748... Generator Loss: 0.9307 Epoch 3/8... Discriminator Loss: 1.2946... Generator Loss: 0.7308 Epoch 3/8... Discriminator Loss: 1.3180... Generator Loss: 0.7593 Epoch 3/8... Discriminator Loss: 1.3596... Generator Loss: 0.6944
Epoch 3/8... Discriminator Loss: 1.3539... Generator Loss: 0.6683 Epoch 3/8... Discriminator Loss: 1.3372... Generator Loss: 0.7776 Epoch 3/8... Discriminator Loss: 1.3534... Generator Loss: 0.6999 Epoch 3/8... Discriminator Loss: 1.2934... Generator Loss: 0.7314 Epoch 3/8... Discriminator Loss: 1.2917... Generator Loss: 0.7513 Epoch 3/8... Discriminator Loss: 1.2873... Generator Loss: 0.7815 Epoch 3/8... Discriminator Loss: 1.3114... Generator Loss: 0.7261 Epoch 3/8... Discriminator Loss: 1.3163... Generator Loss: 0.6964 Epoch 3/8... Discriminator Loss: 1.3992... Generator Loss: 0.5976 Epoch 3/8... Discriminator Loss: 1.2805... Generator Loss: 0.7664 Epoch 3/8... Discriminator Loss: 1.3381... Generator Loss: 0.5990 Epoch 3/8... Discriminator Loss: 1.2771... Generator Loss: 0.7500 Epoch 3/8... Discriminator Loss: 1.3428... Generator Loss: 0.7179 Epoch 3/8... Discriminator Loss: 1.3375... Generator Loss: 0.8070 Epoch 3/8... Discriminator Loss: 1.3151... Generator Loss: 0.7227 Epoch 3/8... Discriminator Loss: 1.2926... Generator Loss: 0.6961 Epoch 3/8... Discriminator Loss: 1.2512... Generator Loss: 0.8023 Epoch 3/8... Discriminator Loss: 1.2557... Generator Loss: 0.8975 Epoch 3/8... Discriminator Loss: 1.3164... Generator Loss: 0.6832 Epoch 3/8... Discriminator Loss: 1.3753... Generator Loss: 0.8094
Epoch 3/8... Discriminator Loss: 1.3599... Generator Loss: 0.6231 Epoch 3/8... Discriminator Loss: 1.3378... Generator Loss: 0.6953 Epoch 3/8... Discriminator Loss: 1.2884... Generator Loss: 0.8869 Epoch 3/8... Discriminator Loss: 1.2708... Generator Loss: 0.9124 Epoch 3/8... Discriminator Loss: 1.4033... Generator Loss: 0.5897 Epoch 3/8... Discriminator Loss: 1.3109... Generator Loss: 0.7129 Epoch 3/8... Discriminator Loss: 1.2965... Generator Loss: 0.7598 Epoch 3/8... Discriminator Loss: 1.2907... Generator Loss: 0.6789 Epoch 3/8... Discriminator Loss: 1.3355... Generator Loss: 0.7625 Epoch 3/8... Discriminator Loss: 1.3225... Generator Loss: 0.7489 Epoch 3/8... Discriminator Loss: 1.3563... Generator Loss: 0.6765 Epoch 3/8... Discriminator Loss: 1.3566... Generator Loss: 0.8349 Epoch 3/8... Discriminator Loss: 1.3233... Generator Loss: 0.7451 Epoch 3/8... Discriminator Loss: 1.4289... Generator Loss: 0.5797 Epoch 3/8... Discriminator Loss: 1.3536... Generator Loss: 0.6702 Epoch 3/8... Discriminator Loss: 1.3483... Generator Loss: 0.7880 Epoch 3/8... Discriminator Loss: 1.3340... Generator Loss: 0.7999 Epoch 3/8... Discriminator Loss: 1.2944... Generator Loss: 0.7454 Epoch 3/8... Discriminator Loss: 1.3716... Generator Loss: 0.7378 Epoch 3/8... Discriminator Loss: 1.2179... Generator Loss: 1.2465
Epoch 3/8... Discriminator Loss: 1.2758... Generator Loss: 0.6830 Epoch 3/8... Discriminator Loss: 1.2570... Generator Loss: 0.7851 Epoch 3/8... Discriminator Loss: 1.2775... Generator Loss: 0.7469 Epoch 3/8... Discriminator Loss: 1.2387... Generator Loss: 0.9211 Epoch 3/8... Discriminator Loss: 1.3242... Generator Loss: 0.7358 Epoch 3/8... Discriminator Loss: 1.2627... Generator Loss: 0.7890 Epoch 3/8... Discriminator Loss: 1.3517... Generator Loss: 0.6820 Epoch 3/8... Discriminator Loss: 1.3204... Generator Loss: 0.7881 Epoch 3/8... Discriminator Loss: 1.3640... Generator Loss: 0.7697 Epoch 3/8... Discriminator Loss: 1.3848... Generator Loss: 0.6381 Epoch 3/8... Discriminator Loss: 1.3357... Generator Loss: 0.7028 Epoch 3/8... Discriminator Loss: 1.2661... Generator Loss: 0.7734 Epoch 3/8... Discriminator Loss: 1.3011... Generator Loss: 0.7318 Epoch 3/8... Discriminator Loss: 1.3017... Generator Loss: 0.8857 Epoch 3/8... Discriminator Loss: 1.3463... Generator Loss: 0.5702 Epoch 3/8... Discriminator Loss: 1.2395... Generator Loss: 0.7469 Epoch 3/8... Discriminator Loss: 1.3461... Generator Loss: 0.7074 Epoch 3/8... Discriminator Loss: 1.3435... Generator Loss: 0.7333 Epoch 3/8... Discriminator Loss: 1.3795... Generator Loss: 0.7012 Epoch 3/8... Discriminator Loss: 1.2720... Generator Loss: 0.8012
Epoch 3/8... Discriminator Loss: 1.3506... Generator Loss: 0.7537 Epoch 3/8... Discriminator Loss: 1.3192... Generator Loss: 0.7476 Epoch 3/8... Discriminator Loss: 1.3407... Generator Loss: 0.7062 Epoch 3/8... Discriminator Loss: 1.3089... Generator Loss: 0.7642 Epoch 3/8... Discriminator Loss: 1.3076... Generator Loss: 0.7703 Epoch 3/8... Discriminator Loss: 1.3218... Generator Loss: 0.7809 Epoch 3/8... Discriminator Loss: 1.3447... Generator Loss: 0.6555 Epoch 3/8... Discriminator Loss: 1.3351... Generator Loss: 0.7457 Epoch 3/8... Discriminator Loss: 1.2997... Generator Loss: 0.7293 Epoch 3/8... Discriminator Loss: 1.3175... Generator Loss: 0.8678 Epoch 3/8... Discriminator Loss: 1.3137... Generator Loss: 0.6885 Epoch 3/8... Discriminator Loss: 1.3664... Generator Loss: 0.7071 Epoch 3/8... Discriminator Loss: 1.3293... Generator Loss: 0.7536 Epoch 3/8... Discriminator Loss: 1.3828... Generator Loss: 0.7026 Epoch 3/8... Discriminator Loss: 1.3644... Generator Loss: 0.9463 Epoch 3/8... Discriminator Loss: 1.3289... Generator Loss: 0.6796 Epoch 3/8... Discriminator Loss: 1.2805... Generator Loss: 0.8419 Epoch 3/8... Discriminator Loss: 1.2853... Generator Loss: 0.8342 Epoch 3/8... Discriminator Loss: 1.3968... Generator Loss: 0.6659 Epoch 3/8... Discriminator Loss: 1.3452... Generator Loss: 0.6481
Epoch 3/8... Discriminator Loss: 1.3085... Generator Loss: 0.8822 Epoch 3/8... Discriminator Loss: 1.3766... Generator Loss: 0.7025 Epoch 3/8... Discriminator Loss: 1.3007... Generator Loss: 0.8330 Epoch 3/8... Discriminator Loss: 1.3893... Generator Loss: 0.9329 Epoch 3/8... Discriminator Loss: 1.3566... Generator Loss: 0.8900 Epoch 3/8... Discriminator Loss: 1.2847... Generator Loss: 0.8010 Epoch 3/8... Discriminator Loss: 1.3416... Generator Loss: 0.7860 Epoch 3/8... Discriminator Loss: 1.3455... Generator Loss: 0.6706 Epoch 3/8... Discriminator Loss: 1.3497... Generator Loss: 0.6976 Epoch 3/8... Discriminator Loss: 1.2801... Generator Loss: 0.8385 Epoch 3/8... Discriminator Loss: 1.3507... Generator Loss: 0.8409 Epoch 3/8... Discriminator Loss: 1.3622... Generator Loss: 0.7787 Epoch 3/8... Discriminator Loss: 1.3736... Generator Loss: 0.7313 Epoch 3/8... Discriminator Loss: 1.2762... Generator Loss: 0.8220 Epoch 3/8... Discriminator Loss: 1.3284... Generator Loss: 0.7178 Epoch 3/8... Discriminator Loss: 1.3357... Generator Loss: 0.7780 Epoch 3/8... Discriminator Loss: 1.3104... Generator Loss: 0.8359 Epoch 3/8... Discriminator Loss: 1.2962... Generator Loss: 0.8103 Epoch 3/8... Discriminator Loss: 1.2961... Generator Loss: 0.7588 Epoch 3/8... Discriminator Loss: 1.3417... Generator Loss: 0.8133
Epoch 3/8... Discriminator Loss: 1.3157... Generator Loss: 0.6949 Epoch 3/8... Discriminator Loss: 1.2362... Generator Loss: 0.8039 Epoch 3/8... Discriminator Loss: 1.4074... Generator Loss: 0.8539 Epoch 3/8... Discriminator Loss: 1.4237... Generator Loss: 0.6408 Epoch 3/8... Discriminator Loss: 1.2979... Generator Loss: 0.8778 Epoch 3/8... Discriminator Loss: 1.3252... Generator Loss: 0.7404 Epoch 3/8... Discriminator Loss: 1.3229... Generator Loss: 0.6644 Epoch 3/8... Discriminator Loss: 1.2705... Generator Loss: 0.8292 Epoch 3/8... Discriminator Loss: 1.3946... Generator Loss: 0.7271 Epoch 3/8... Discriminator Loss: 1.3942... Generator Loss: 0.7097 Epoch 3/8... Discriminator Loss: 1.3154... Generator Loss: 0.7645 Epoch 3/8... Discriminator Loss: 1.3637... Generator Loss: 0.6707 Epoch 3/8... Discriminator Loss: 1.3002... Generator Loss: 0.7687 Epoch 3/8... Discriminator Loss: 1.3282... Generator Loss: 0.7268 Epoch 3/8... Discriminator Loss: 1.3496... Generator Loss: 0.7462 Epoch 3/8... Discriminator Loss: 1.3309... Generator Loss: 0.8093 Epoch 3/8... Discriminator Loss: 1.4142... Generator Loss: 0.7402 Epoch 3/8... Discriminator Loss: 1.3451... Generator Loss: 0.7884 Epoch 3/8... Discriminator Loss: 1.3339... Generator Loss: 0.6845 Epoch 3/8... Discriminator Loss: 1.3801... Generator Loss: 0.7482
Epoch 3/8... Discriminator Loss: 1.3670... Generator Loss: 0.6947 Epoch 3/8... Discriminator Loss: 1.3045... Generator Loss: 0.8617 Epoch 3/8... Discriminator Loss: 1.3045... Generator Loss: 0.7495 Epoch 3/8... Discriminator Loss: 1.4044... Generator Loss: 0.6524 Epoch 3/8... Discriminator Loss: 1.2825... Generator Loss: 0.7645 Epoch 3/8... Discriminator Loss: 1.3297... Generator Loss: 0.7890 Epoch 3/8... Discriminator Loss: 1.2943... Generator Loss: 0.8415 Epoch 3/8... Discriminator Loss: 1.3351... Generator Loss: 0.6649 Epoch 3/8... Discriminator Loss: 1.3504... Generator Loss: 0.6791 Epoch 3/8... Discriminator Loss: 1.3721... Generator Loss: 0.7375 Epoch 3/8... Discriminator Loss: 1.3042... Generator Loss: 0.7677 Epoch 3/8... Discriminator Loss: 1.4046... Generator Loss: 0.7516 Epoch 3/8... Discriminator Loss: 1.3453... Generator Loss: 0.6824 Epoch 3/8... Discriminator Loss: 1.3506... Generator Loss: 0.6669 Epoch 3/8... Discriminator Loss: 1.3696... Generator Loss: 0.7676 Epoch 3/8... Discriminator Loss: 1.3264... Generator Loss: 0.6808 Epoch 3/8... Discriminator Loss: 1.3608... Generator Loss: 0.7635 Epoch 3/8... Discriminator Loss: 1.3419... Generator Loss: 0.8297 Epoch 3/8... Discriminator Loss: 1.3397... Generator Loss: 0.7980 Epoch 3/8... Discriminator Loss: 1.3422... Generator Loss: 0.7078
Epoch 3/8... Discriminator Loss: 1.3804... Generator Loss: 0.7655 Epoch 3/8... Discriminator Loss: 1.3235... Generator Loss: 0.7459 Epoch 3/8... Discriminator Loss: 1.3135... Generator Loss: 0.8141 Epoch 3/8... Discriminator Loss: 1.3523... Generator Loss: 0.6891 Epoch 3/8... Discriminator Loss: 1.3495... Generator Loss: 0.7346 Epoch 3/8... Discriminator Loss: 1.2921... Generator Loss: 0.7676 Epoch 3/8... Discriminator Loss: 1.3717... Generator Loss: 0.6658 Epoch 3/8... Discriminator Loss: 1.3444... Generator Loss: 0.7620 Epoch 3/8... Discriminator Loss: 1.3309... Generator Loss: 0.6882 Epoch 3/8... Discriminator Loss: 1.3636... Generator Loss: 0.6351 Epoch 3/8... Discriminator Loss: 1.4265... Generator Loss: 1.0662 Epoch 3/8... Discriminator Loss: 1.3849... Generator Loss: 0.6371 Epoch 3/8... Discriminator Loss: 1.3463... Generator Loss: 0.7894 Epoch 3/8... Discriminator Loss: 1.3012... Generator Loss: 1.0039 Epoch 3/8... Discriminator Loss: 1.3799... Generator Loss: 0.6578 Epoch 3/8... Discriminator Loss: 1.3142... Generator Loss: 0.8477 Epoch 3/8... Discriminator Loss: 1.3323... Generator Loss: 0.7951 Epoch 3/8... Discriminator Loss: 1.4229... Generator Loss: 0.7179 Epoch 3/8... Discriminator Loss: 1.3638... Generator Loss: 0.7556 Epoch 3/8... Discriminator Loss: 1.3419... Generator Loss: 0.7315
Epoch 3/8... Discriminator Loss: 1.3211... Generator Loss: 0.7652 Epoch 3/8... Discriminator Loss: 1.3268... Generator Loss: 0.7662 Epoch 3/8... Discriminator Loss: 1.3563... Generator Loss: 0.6983 Epoch 3/8... Discriminator Loss: 1.3471... Generator Loss: 0.6748 Epoch 3/8... Discriminator Loss: 1.3108... Generator Loss: 0.8537 Epoch 3/8... Discriminator Loss: 1.3370... Generator Loss: 0.7213 Epoch 3/8... Discriminator Loss: 1.3592... Generator Loss: 0.7692 Epoch 3/8... Discriminator Loss: 1.3527... Generator Loss: 0.7555 Epoch 3/8... Discriminator Loss: 1.2868... Generator Loss: 0.7129 Epoch 3/8... Discriminator Loss: 1.3722... Generator Loss: 0.7240 Epoch 3/8... Discriminator Loss: 1.3291... Generator Loss: 0.7368 Epoch 3/8... Discriminator Loss: 1.3472... Generator Loss: 0.7989 Epoch 3/8... Discriminator Loss: 1.3361... Generator Loss: 0.7082 Epoch 3/8... Discriminator Loss: 1.3415... Generator Loss: 0.8465 Epoch 3/8... Discriminator Loss: 1.3460... Generator Loss: 0.7157 Epoch 3/8... Discriminator Loss: 1.3762... Generator Loss: 0.7835 Epoch 3/8... Discriminator Loss: 1.3685... Generator Loss: 0.7478 Epoch 3/8... Discriminator Loss: 1.3190... Generator Loss: 0.8156 Epoch 3/8... Discriminator Loss: 1.3899... Generator Loss: 0.6252 Epoch 3/8... Discriminator Loss: 1.3829... Generator Loss: 0.7522
Epoch 3/8... Discriminator Loss: 1.2922... Generator Loss: 0.8780 Epoch 3/8... Discriminator Loss: 1.3566... Generator Loss: 0.7793 Epoch 3/8... Discriminator Loss: 1.3390... Generator Loss: 0.7638 Epoch 3/8... Discriminator Loss: 1.3592... Generator Loss: 0.7719 Epoch 3/8... Discriminator Loss: 1.3563... Generator Loss: 0.6668 Epoch 3/8... Discriminator Loss: 1.3824... Generator Loss: 0.6764 Epoch 3/8... Discriminator Loss: 1.3820... Generator Loss: 0.6613 Epoch 3/8... Discriminator Loss: 1.3133... Generator Loss: 0.7139 Epoch 3/8... Discriminator Loss: 1.4046... Generator Loss: 0.6758 Epoch 3/8... Discriminator Loss: 1.3322... Generator Loss: 0.7724 Epoch 3/8... Discriminator Loss: 1.3612... Generator Loss: 0.7770 Epoch 3/8... Discriminator Loss: 1.4051... Generator Loss: 0.9243 Epoch 3/8... Discriminator Loss: 1.3202... Generator Loss: 0.7642 Epoch 3/8... Discriminator Loss: 1.3061... Generator Loss: 0.8219 Epoch 3/8... Discriminator Loss: 1.3789... Generator Loss: 0.6978 Epoch 3/8... Discriminator Loss: 1.3648... Generator Loss: 0.7083 Epoch 3/8... Discriminator Loss: 1.3844... Generator Loss: 0.7185 Epoch 3/8... Discriminator Loss: 1.4222... Generator Loss: 0.7081 Epoch 3/8... Discriminator Loss: 1.3435... Generator Loss: 0.7122 Epoch 3/8... Discriminator Loss: 1.4111... Generator Loss: 0.6197
Epoch 3/8... Discriminator Loss: 1.3054... Generator Loss: 0.8281 Epoch 3/8... Discriminator Loss: 1.3739... Generator Loss: 0.6839 Epoch 3/8... Discriminator Loss: 1.3115... Generator Loss: 0.8086 Epoch 3/8... Discriminator Loss: 1.3581... Generator Loss: 0.7463 Epoch 3/8... Discriminator Loss: 1.3542... Generator Loss: 0.9591 Epoch 3/8... Discriminator Loss: 1.3421... Generator Loss: 0.6888 Epoch 3/8... Discriminator Loss: 1.3883... Generator Loss: 0.6464 Epoch 3/8... Discriminator Loss: 1.3251... Generator Loss: 0.8182 Epoch 3/8... Discriminator Loss: 1.2694... Generator Loss: 0.8239 Epoch 3/8... Discriminator Loss: 1.3118... Generator Loss: 0.7869 Epoch 3/8... Discriminator Loss: 1.2908... Generator Loss: 0.8464 Epoch 3/8... Discriminator Loss: 1.2810... Generator Loss: 0.7420 Epoch 3/8... Discriminator Loss: 1.3224... Generator Loss: 0.8225 Epoch 3/8... Discriminator Loss: 1.4073... Generator Loss: 0.6489 Epoch 3/8... Discriminator Loss: 1.3361... Generator Loss: 1.0016 Epoch 3/8... Discriminator Loss: 1.4047... Generator Loss: 0.6306 Epoch 3/8... Discriminator Loss: 1.3434... Generator Loss: 0.7417 Epoch 3/8... Discriminator Loss: 1.2888... Generator Loss: 0.8818 Epoch 3/8... Discriminator Loss: 1.3523... Generator Loss: 0.6901 Epoch 3/8... Discriminator Loss: 1.3904... Generator Loss: 0.7220
Epoch 3/8... Discriminator Loss: 1.3398... Generator Loss: 0.7834 Epoch 3/8... Discriminator Loss: 1.3583... Generator Loss: 0.7501 Epoch 3/8... Discriminator Loss: 1.3313... Generator Loss: 0.8664 Epoch 3/8... Discriminator Loss: 1.5161... Generator Loss: 0.4258 Epoch 3/8... Discriminator Loss: 1.3191... Generator Loss: 0.8650 Epoch 3/8... Discriminator Loss: 1.3599... Generator Loss: 0.7664 Epoch 3/8... Discriminator Loss: 1.2774... Generator Loss: 0.8023 Epoch 3/8... Discriminator Loss: 1.3167... Generator Loss: 0.6131 Epoch 3/8... Discriminator Loss: 1.3364... Generator Loss: 0.7263 Epoch 3/8... Discriminator Loss: 1.3750... Generator Loss: 0.6577 Epoch 3/8... Discriminator Loss: 1.2924... Generator Loss: 0.8250 Epoch 3/8... Discriminator Loss: 1.3043... Generator Loss: 0.7861 Epoch 3/8... Discriminator Loss: 1.3538... Generator Loss: 0.7122 Epoch 3/8... Discriminator Loss: 1.3618... Generator Loss: 0.7284 Epoch 3/8... Discriminator Loss: 1.3746... Generator Loss: 0.6570 Epoch 3/8... Discriminator Loss: 1.3681... Generator Loss: 0.6688 Epoch 3/8... Discriminator Loss: 1.3414... Generator Loss: 0.7276 Epoch 3/8... Discriminator Loss: 1.3486... Generator Loss: 0.6974 Epoch 3/8... Discriminator Loss: 1.3210... Generator Loss: 0.7379 Epoch 3/8... Discriminator Loss: 1.3399... Generator Loss: 0.8183
Epoch 3/8... Discriminator Loss: 1.3348... Generator Loss: 0.7287 Epoch 3/8... Discriminator Loss: 1.3610... Generator Loss: 0.6587 Epoch 3/8... Discriminator Loss: 1.3726... Generator Loss: 0.6748 Epoch 3/8... Discriminator Loss: 1.3854... Generator Loss: 0.6248 Epoch 3/8... Discriminator Loss: 1.3612... Generator Loss: 0.7304 Epoch 3/8... Discriminator Loss: 1.3642... Generator Loss: 0.7193 Epoch 3/8... Discriminator Loss: 1.3174... Generator Loss: 0.8932 Epoch 3/8... Discriminator Loss: 1.3150... Generator Loss: 0.8265 Epoch 3/8... Discriminator Loss: 1.2854... Generator Loss: 0.9407 Epoch 3/8... Discriminator Loss: 1.2958... Generator Loss: 0.8160 Epoch 3/8... Discriminator Loss: 1.3367... Generator Loss: 0.7025 Epoch 3/8... Discriminator Loss: 1.3607... Generator Loss: 0.7275 Epoch 3/8... Discriminator Loss: 1.2916... Generator Loss: 0.8285 Epoch 3/8... Discriminator Loss: 1.3255... Generator Loss: 0.7585 Epoch 3/8... Discriminator Loss: 1.2909... Generator Loss: 0.8103 Epoch 3/8... Discriminator Loss: 1.3322... Generator Loss: 0.7285 Epoch 3/8... Discriminator Loss: 1.3710... Generator Loss: 0.6904 Epoch 3/8... Discriminator Loss: 1.3228... Generator Loss: 0.9071 Epoch 3/8... Discriminator Loss: 1.3804... Generator Loss: 0.5922 Epoch 3/8... Discriminator Loss: 1.3728... Generator Loss: 0.6525
Epoch 3/8... Discriminator Loss: 1.4134... Generator Loss: 0.6998 Epoch 3/8... Discriminator Loss: 1.3321... Generator Loss: 0.7083 Epoch 3/8... Discriminator Loss: 1.3107... Generator Loss: 0.7561 Epoch 3/8... Discriminator Loss: 1.3765... Generator Loss: 0.6882 Epoch 3/8... Discriminator Loss: 1.3594... Generator Loss: 0.7443 Epoch 3/8... Discriminator Loss: 1.3592... Generator Loss: 0.7612 Epoch 3/8... Discriminator Loss: 1.3681... Generator Loss: 0.7281 Epoch 3/8... Discriminator Loss: 1.3462... Generator Loss: 0.6776 Epoch 3/8... Discriminator Loss: 1.2768... Generator Loss: 0.8036 Epoch 3/8... Discriminator Loss: 1.2932... Generator Loss: 0.7776 Epoch 3/8... Discriminator Loss: 1.3336... Generator Loss: 0.6948 Epoch 3/8... Discriminator Loss: 1.3658... Generator Loss: 0.7135 Epoch 3/8... Discriminator Loss: 1.3348... Generator Loss: 0.7466 Epoch 3/8... Discriminator Loss: 1.3475... Generator Loss: 0.8981 Epoch 3/8... Discriminator Loss: 1.3634... Generator Loss: 0.7649 Epoch 3/8... Discriminator Loss: 1.3357... Generator Loss: 0.8358 Epoch 3/8... Discriminator Loss: 1.3931... Generator Loss: 0.7072 Epoch 3/8... Discriminator Loss: 1.3675... Generator Loss: 0.7071 Epoch 3/8... Discriminator Loss: 1.3875... Generator Loss: 0.7338 Epoch 3/8... Discriminator Loss: 1.3738... Generator Loss: 0.7855
Epoch 3/8... Discriminator Loss: 1.3658... Generator Loss: 0.7163 Epoch 3/8... Discriminator Loss: 1.4068... Generator Loss: 0.8145 Epoch 3/8... Discriminator Loss: 1.2847... Generator Loss: 0.7185 Epoch 3/8... Discriminator Loss: 1.3328... Generator Loss: 0.7687 Epoch 3/8... Discriminator Loss: 1.3191... Generator Loss: 0.8137 Epoch 3/8... Discriminator Loss: 1.3136... Generator Loss: 0.7020 Epoch 3/8... Discriminator Loss: 1.3841... Generator Loss: 0.7204 Epoch 3/8... Discriminator Loss: 1.3651... Generator Loss: 0.6083 Epoch 3/8... Discriminator Loss: 1.3967... Generator Loss: 0.8496 Epoch 3/8... Discriminator Loss: 1.3989... Generator Loss: 0.6184 Epoch 3/8... Discriminator Loss: 1.3276... Generator Loss: 0.8516 Epoch 3/8... Discriminator Loss: 1.3685... Generator Loss: 0.7398 Epoch 3/8... Discriminator Loss: 1.3607... Generator Loss: 0.7847 Epoch 3/8... Discriminator Loss: 1.3808... Generator Loss: 0.7412 Epoch 3/8... Discriminator Loss: 1.2920... Generator Loss: 0.9033 Epoch 3/8... Discriminator Loss: 1.4011... Generator Loss: 0.6392 Epoch 3/8... Discriminator Loss: 1.3364... Generator Loss: 0.7325 Epoch 3/8... Discriminator Loss: 1.3541... Generator Loss: 0.7819 Epoch 3/8... Discriminator Loss: 1.3758... Generator Loss: 0.7830 Epoch 3/8... Discriminator Loss: 1.3609... Generator Loss: 0.6975
Epoch 3/8... Discriminator Loss: 1.3710... Generator Loss: 0.7376 Epoch 3/8... Discriminator Loss: 1.3971... Generator Loss: 0.6798 Epoch 3/8... Discriminator Loss: 1.3592... Generator Loss: 0.6778 Epoch 3/8... Discriminator Loss: 1.3254... Generator Loss: 0.8239 Epoch 3/8... Discriminator Loss: 1.3369... Generator Loss: 0.7164 Epoch 3/8... Discriminator Loss: 1.3416... Generator Loss: 0.8094 Epoch 3/8... Discriminator Loss: 1.3521... Generator Loss: 0.7315 Epoch 3/8... Discriminator Loss: 1.3475... Generator Loss: 0.7747 Epoch 3/8... Discriminator Loss: 1.3424... Generator Loss: 0.7223 Epoch 3/8... Discriminator Loss: 1.3592... Generator Loss: 0.8115 Epoch 3/8... Discriminator Loss: 1.3755... Generator Loss: 0.7108 Epoch 3/8... Discriminator Loss: 1.4070... Generator Loss: 0.5962 Epoch 3/8... Discriminator Loss: 1.3581... Generator Loss: 0.8118 Epoch 3/8... Discriminator Loss: 1.3950... Generator Loss: 0.7274 Epoch 3/8... Discriminator Loss: 1.3776... Generator Loss: 0.6692 Epoch 3/8... Discriminator Loss: 1.3397... Generator Loss: 0.7354 Epoch 3/8... Discriminator Loss: 1.3231... Generator Loss: 0.7956 Epoch 3/8... Discriminator Loss: 1.2973... Generator Loss: 0.8823 Epoch 3/8... Discriminator Loss: 1.3384... Generator Loss: 0.7605 Epoch 3/8... Discriminator Loss: 1.3400... Generator Loss: 0.6894
Epoch 3/8... Discriminator Loss: 1.3697... Generator Loss: 0.7502 Epoch 3/8... Discriminator Loss: 1.3764... Generator Loss: 0.7064 Epoch 3/8... Discriminator Loss: 1.3296... Generator Loss: 0.8056 Epoch 3/8... Discriminator Loss: 1.3620... Generator Loss: 0.6862 Epoch 3/8... Discriminator Loss: 1.3645... Generator Loss: 0.7418 Epoch 3/8... Discriminator Loss: 1.4326... Generator Loss: 0.6084 Epoch 3/8... Discriminator Loss: 1.3637... Generator Loss: 0.7174 Epoch 3/8... Discriminator Loss: 1.3726... Generator Loss: 0.6998 Epoch 3/8... Discriminator Loss: 1.3826... Generator Loss: 0.7429 Epoch 3/8... Discriminator Loss: 1.3610... Generator Loss: 0.7842 Epoch 3/8... Discriminator Loss: 1.3010... Generator Loss: 0.8202 Epoch 3/8... Discriminator Loss: 1.3285... Generator Loss: 0.7968 Epoch 3/8... Discriminator Loss: 1.3868... Generator Loss: 0.7509 Epoch 3/8... Discriminator Loss: 1.3817... Generator Loss: 0.7018 Epoch 3/8... Discriminator Loss: 1.3315... Generator Loss: 0.7693 Epoch 3/8... Discriminator Loss: 1.3080... Generator Loss: 0.8176 Epoch 3/8... Discriminator Loss: 1.3828... Generator Loss: 0.7341 Epoch 3/8... Discriminator Loss: 1.3944... Generator Loss: 0.6724 Epoch 3/8... Discriminator Loss: 1.3440... Generator Loss: 0.8789 Epoch 3/8... Discriminator Loss: 1.3810... Generator Loss: 0.7148
Epoch 3/8... Discriminator Loss: 1.3205... Generator Loss: 0.7692 Epoch 3/8... Discriminator Loss: 1.3803... Generator Loss: 0.7412 Epoch 3/8... Discriminator Loss: 1.3496... Generator Loss: 0.7561 Epoch 3/8... Discriminator Loss: 1.3563... Generator Loss: 0.7710 Epoch 3/8... Discriminator Loss: 1.3848... Generator Loss: 0.7140 Epoch 3/8... Discriminator Loss: 1.2534... Generator Loss: 0.8387 Epoch 3/8... Discriminator Loss: 1.2922... Generator Loss: 0.8200 Epoch 3/8... Discriminator Loss: 1.3398... Generator Loss: 0.7871 Epoch 3/8... Discriminator Loss: 1.3882... Generator Loss: 0.7057 Epoch 3/8... Discriminator Loss: 1.3272... Generator Loss: 0.7417 Epoch 3/8... Discriminator Loss: 1.3103... Generator Loss: 0.7836 Epoch 3/8... Discriminator Loss: 1.3799... Generator Loss: 0.7423 Epoch 3/8... Discriminator Loss: 1.3555... Generator Loss: 0.6557 Epoch 3/8... Discriminator Loss: 1.3088... Generator Loss: 0.7815 Epoch 3/8... Discriminator Loss: 1.4287... Generator Loss: 0.6515 Epoch 3/8... Discriminator Loss: 1.3602... Generator Loss: 0.9234 Epoch 3/8... Discriminator Loss: 1.3121... Generator Loss: 0.8807 Epoch 3/8... Discriminator Loss: 1.3825... Generator Loss: 0.6223 Epoch 3/8... Discriminator Loss: 1.3343... Generator Loss: 0.8812 Epoch 3/8... Discriminator Loss: 1.4106... Generator Loss: 0.6055
Epoch 3/8... Discriminator Loss: 1.3230... Generator Loss: 0.8469 Epoch 3/8... Discriminator Loss: 1.4129... Generator Loss: 0.6227 Epoch 3/8... Discriminator Loss: 1.3408... Generator Loss: 0.7860 Epoch 3/8... Discriminator Loss: 1.3825... Generator Loss: 0.6120 Epoch 3/8... Discriminator Loss: 1.3128... Generator Loss: 0.8330 Epoch 3/8... Discriminator Loss: 1.3050... Generator Loss: 0.7146 Epoch 3/8... Discriminator Loss: 1.3772... Generator Loss: 0.7457 Epoch 3/8... Discriminator Loss: 1.3725... Generator Loss: 0.7282 Epoch 3/8... Discriminator Loss: 1.3522... Generator Loss: 0.7409 Epoch 3/8... Discriminator Loss: 1.3192... Generator Loss: 0.7860 Epoch 3/8... Discriminator Loss: 1.3664... Generator Loss: 0.6259 Epoch 3/8... Discriminator Loss: 1.3315... Generator Loss: 0.7269 Epoch 3/8... Discriminator Loss: 1.3191... Generator Loss: 0.7703 Epoch 3/8... Discriminator Loss: 1.3812... Generator Loss: 0.7980 Epoch 3/8... Discriminator Loss: 1.3983... Generator Loss: 0.7313 Epoch 3/8... Discriminator Loss: 1.3977... Generator Loss: 0.6434 Epoch 3/8... Discriminator Loss: 1.3192... Generator Loss: 0.8105 Epoch 3/8... Discriminator Loss: 1.3333... Generator Loss: 0.7495 Epoch 3/8... Discriminator Loss: 1.3683... Generator Loss: 0.7201 Epoch 3/8... Discriminator Loss: 1.3687... Generator Loss: 0.7254
Epoch 3/8... Discriminator Loss: 1.3325... Generator Loss: 0.7829 Epoch 3/8... Discriminator Loss: 1.3407... Generator Loss: 0.7560 Epoch 3/8... Discriminator Loss: 1.3499... Generator Loss: 0.7545 Epoch 3/8... Discriminator Loss: 1.3712... Generator Loss: 0.7024 Epoch 3/8... Discriminator Loss: 1.3301... Generator Loss: 0.7174 Epoch 3/8... Discriminator Loss: 1.3830... Generator Loss: 0.6205 Epoch 3/8... Discriminator Loss: 1.3597... Generator Loss: 0.8069 Epoch 3/8... Discriminator Loss: 1.3419... Generator Loss: 0.7261 Epoch 3/8... Discriminator Loss: 1.2903... Generator Loss: 0.8318 Epoch 3/8... Discriminator Loss: 1.3391... Generator Loss: 0.6765 Epoch 3/8... Discriminator Loss: 1.4078... Generator Loss: 0.6267 Epoch 3/8... Discriminator Loss: 1.3550... Generator Loss: 0.9302 Epoch 3/8... Discriminator Loss: 1.3964... Generator Loss: 0.7882 Epoch 3/8... Discriminator Loss: 1.4105... Generator Loss: 0.6457 Epoch 3/8... Discriminator Loss: 1.3414... Generator Loss: 0.7983 Epoch 3/8... Discriminator Loss: 1.4038... Generator Loss: 0.6493 Epoch 3/8... Discriminator Loss: 1.3738... Generator Loss: 0.6519 Epoch 3/8... Discriminator Loss: 1.3645... Generator Loss: 0.7466 Epoch 3/8... Discriminator Loss: 1.3802... Generator Loss: 0.7300 Epoch 3/8... Discriminator Loss: 1.3813... Generator Loss: 0.7382
Epoch 3/8... Discriminator Loss: 1.3412... Generator Loss: 0.8419 Epoch 3/8... Discriminator Loss: 1.3636... Generator Loss: 0.6779 Epoch 3/8... Discriminator Loss: 1.4000... Generator Loss: 0.7165 Epoch 3/8... Discriminator Loss: 1.3299... Generator Loss: 0.6864 Epoch 3/8... Discriminator Loss: 1.3407... Generator Loss: 0.7664 Epoch 3/8... Discriminator Loss: 1.3522... Generator Loss: 0.7416 Epoch 3/8... Discriminator Loss: 1.4054... Generator Loss: 0.8227 Epoch 3/8... Discriminator Loss: 1.3615... Generator Loss: 0.7258 Epoch 3/8... Discriminator Loss: 1.3344... Generator Loss: 0.8283 Epoch 3/8... Discriminator Loss: 1.3602... Generator Loss: 0.7380 Epoch 3/8... Discriminator Loss: 1.4459... Generator Loss: 0.5861 Epoch 3/8... Discriminator Loss: 1.3649... Generator Loss: 0.7799 Epoch 3/8... Discriminator Loss: 1.3682... Generator Loss: 0.6895 Epoch 3/8... Discriminator Loss: 1.3756... Generator Loss: 0.6966 Epoch 3/8... Discriminator Loss: 1.3039... Generator Loss: 0.9244 Epoch 3/8... Discriminator Loss: 1.3579... Generator Loss: 0.7248 Epoch 3/8... Discriminator Loss: 1.3773... Generator Loss: 0.6973 Epoch 3/8... Discriminator Loss: 1.3957... Generator Loss: 0.8353 Epoch 3/8... Discriminator Loss: 1.3478... Generator Loss: 0.7052 Epoch 3/8... Discriminator Loss: 1.3202... Generator Loss: 0.7659
Epoch 3/8... Discriminator Loss: 1.3875... Generator Loss: 0.7355 Epoch 3/8... Discriminator Loss: 1.3716... Generator Loss: 0.7070 Epoch 3/8... Discriminator Loss: 1.3253... Generator Loss: 0.8389 Epoch 3/8... Discriminator Loss: 1.3728... Generator Loss: 0.6915 Epoch 3/8... Discriminator Loss: 1.4104... Generator Loss: 0.6825 Epoch 3/8... Discriminator Loss: 1.3350... Generator Loss: 0.7835 Epoch 3/8... Discriminator Loss: 1.3760... Generator Loss: 0.7196 Epoch 3/8... Discriminator Loss: 1.3502... Generator Loss: 0.7785 Epoch 3/8... Discriminator Loss: 1.3924... Generator Loss: 0.7156 Epoch 3/8... Discriminator Loss: 1.3478... Generator Loss: 0.7155 Epoch 3/8... Discriminator Loss: 1.3354... Generator Loss: 0.6880 Epoch 3/8... Discriminator Loss: 1.3779... Generator Loss: 0.7003 Epoch 3/8... Discriminator Loss: 1.3495... Generator Loss: 0.7975 Epoch 3/8... Discriminator Loss: 1.4000... Generator Loss: 0.6640 Epoch 3/8... Discriminator Loss: 1.3765... Generator Loss: 0.8415 Epoch 3/8... Discriminator Loss: 1.3829... Generator Loss: 0.7496 Epoch 3/8... Discriminator Loss: 1.3221... Generator Loss: 0.7568 Epoch 3/8... Discriminator Loss: 1.3412... Generator Loss: 0.7830 Epoch 3/8... Discriminator Loss: 1.3210... Generator Loss: 0.7832 Epoch 3/8... Discriminator Loss: 1.3915... Generator Loss: 0.6660
Epoch 3/8... Discriminator Loss: 1.3742... Generator Loss: 0.7142 Epoch 3/8... Discriminator Loss: 1.3668... Generator Loss: 0.8002 Epoch 3/8... Discriminator Loss: 1.3533... Generator Loss: 0.6020 Epoch 3/8... Discriminator Loss: 1.3748... Generator Loss: 0.7611 Epoch 3/8... Discriminator Loss: 1.4038... Generator Loss: 0.6364 Epoch 3/8... Discriminator Loss: 1.3554... Generator Loss: 0.6548 Epoch 3/8... Discriminator Loss: 1.3515... Generator Loss: 0.8914 Epoch 3/8... Discriminator Loss: 1.3832... Generator Loss: 0.7380 Epoch 3/8... Discriminator Loss: 1.3462... Generator Loss: 0.8032 Epoch 3/8... Discriminator Loss: 1.3867... Generator Loss: 0.6379 Epoch 3/8... Discriminator Loss: 1.3593... Generator Loss: 0.7669 Epoch 3/8... Discriminator Loss: 1.3844... Generator Loss: 0.7613 Epoch 3/8... Discriminator Loss: 1.3167... Generator Loss: 0.7880 Epoch 3/8... Discriminator Loss: 1.3354... Generator Loss: 0.7561 Epoch 3/8... Discriminator Loss: 1.3414... Generator Loss: 0.8678 Epoch 3/8... Discriminator Loss: 1.3898... Generator Loss: 0.6454 Epoch 3/8... Discriminator Loss: 1.3461... Generator Loss: 0.8330 Epoch 3/8... Discriminator Loss: 1.3510... Generator Loss: 0.7863 Epoch 3/8... Discriminator Loss: 1.3535... Generator Loss: 0.7816 Epoch 3/8... Discriminator Loss: 1.4118... Generator Loss: 0.6024
Epoch 3/8... Discriminator Loss: 1.4103... Generator Loss: 0.8577 Epoch 3/8... Discriminator Loss: 1.3674... Generator Loss: 0.7408 Epoch 3/8... Discriminator Loss: 1.3920... Generator Loss: 0.6762 Epoch 3/8... Discriminator Loss: 1.3907... Generator Loss: 0.6729 Epoch 3/8... Discriminator Loss: 1.3656... Generator Loss: 0.7764 Epoch 3/8... Discriminator Loss: 1.3974... Generator Loss: 0.6921 Epoch 3/8... Discriminator Loss: 1.3469... Generator Loss: 0.7536 Epoch 3/8... Discriminator Loss: 1.3998... Generator Loss: 0.7363 Epoch 3/8... Discriminator Loss: 1.3859... Generator Loss: 0.7437 Epoch 3/8... Discriminator Loss: 1.4014... Generator Loss: 0.7985 Epoch 3/8... Discriminator Loss: 1.4208... Generator Loss: 0.6123 Epoch 3/8... Discriminator Loss: 1.3713... Generator Loss: 0.8005 Epoch 3/8... Discriminator Loss: 1.3817... Generator Loss: 0.7639 Epoch 3/8... Discriminator Loss: 1.3079... Generator Loss: 0.7730 Epoch 3/8... Discriminator Loss: 1.3277... Generator Loss: 0.7709 Epoch 3/8... Discriminator Loss: 1.3760... Generator Loss: 0.7227 Epoch 3/8... Discriminator Loss: 1.3797... Generator Loss: 0.7148 Epoch 3/8... Discriminator Loss: 1.4252... Generator Loss: 0.7420 Epoch 3/8... Discriminator Loss: 1.3783... Generator Loss: 0.7734 Epoch 3/8... Discriminator Loss: 1.4113... Generator Loss: 0.6534
Epoch 3/8... Discriminator Loss: 1.3468... Generator Loss: 0.6999 Epoch 3/8... Discriminator Loss: 1.3742... Generator Loss: 0.7554 Epoch 3/8... Discriminator Loss: 1.4204... Generator Loss: 0.7228 Epoch 3/8... Discriminator Loss: 1.3893... Generator Loss: 0.7489 Epoch 3/8... Discriminator Loss: 1.3743... Generator Loss: 0.6910 Epoch 3/8... Discriminator Loss: 1.4040... Generator Loss: 0.6812 Epoch 3/8... Discriminator Loss: 1.3536... Generator Loss: 0.7698 Epoch 3/8... Discriminator Loss: 1.3453... Generator Loss: 0.7448 Epoch 3/8... Discriminator Loss: 1.3686... Generator Loss: 0.8223 Epoch 3/8... Discriminator Loss: 1.3710... Generator Loss: 0.6533 Epoch 3/8... Discriminator Loss: 1.3643... Generator Loss: 0.7953 Epoch 3/8... Discriminator Loss: 1.3773... Generator Loss: 0.7186 Epoch 3/8... Discriminator Loss: 1.3444... Generator Loss: 0.8096 Epoch 3/8... Discriminator Loss: 1.3823... Generator Loss: 0.6788 Epoch 3/8... Discriminator Loss: 1.3838... Generator Loss: 0.6867 Epoch 3/8... Discriminator Loss: 1.3494... Generator Loss: 0.7093 Epoch 3/8... Discriminator Loss: 1.3974... Generator Loss: 0.7605 Epoch 3/8... Discriminator Loss: 1.3915... Generator Loss: 0.7356 Epoch 3/8... Discriminator Loss: 1.4000... Generator Loss: 0.6962 Epoch 3/8... Discriminator Loss: 1.3737... Generator Loss: 0.8118
Epoch 3/8... Discriminator Loss: 1.3536... Generator Loss: 0.7427 Epoch 3/8... Discriminator Loss: 1.3582... Generator Loss: 0.7341 Epoch 3/8... Discriminator Loss: 1.3378... Generator Loss: 0.6757 Epoch 3/8... Discriminator Loss: 1.4068... Generator Loss: 0.6707 Epoch 3/8... Discriminator Loss: 1.3845... Generator Loss: 0.7035 Epoch 3/8... Discriminator Loss: 1.3036... Generator Loss: 0.8075 Epoch 3/8... Discriminator Loss: 1.3833... Generator Loss: 0.6945 Epoch 3/8... Discriminator Loss: 1.3552... Generator Loss: 0.7496 Epoch 3/8... Discriminator Loss: 1.3811... Generator Loss: 0.7755 Epoch 3/8... Discriminator Loss: 1.3510... Generator Loss: 0.7369 Epoch 3/8... Discriminator Loss: 1.3712... Generator Loss: 0.8341 Epoch 3/8... Discriminator Loss: 1.3520... Generator Loss: 0.7864 Epoch 3/8... Discriminator Loss: 1.3811... Generator Loss: 0.7752 Epoch 3/8... Discriminator Loss: 1.3186... Generator Loss: 0.7581 Epoch 3/8... Discriminator Loss: 1.4052... Generator Loss: 0.7146 Epoch 3/8... Discriminator Loss: 1.3989... Generator Loss: 0.6787 Epoch 3/8... Discriminator Loss: 1.4206... Generator Loss: 0.6633 Epoch 3/8... Discriminator Loss: 1.4202... Generator Loss: 0.6538 Epoch 3/8... Discriminator Loss: 1.3473... Generator Loss: 0.7566 Epoch 3/8... Discriminator Loss: 1.3465... Generator Loss: 0.7299
Epoch 3/8... Discriminator Loss: 1.3052... Generator Loss: 0.7880 Epoch 3/8... Discriminator Loss: 1.3926... Generator Loss: 0.7480 Epoch 3/8... Discriminator Loss: 1.2632... Generator Loss: 0.8463 Epoch 3/8... Discriminator Loss: 1.3568... Generator Loss: 0.8190 Epoch 3/8... Discriminator Loss: 1.3931... Generator Loss: 0.6520 Epoch 3/8... Discriminator Loss: 1.3601... Generator Loss: 0.7566 Epoch 3/8... Discriminator Loss: 1.2929... Generator Loss: 0.8073 Epoch 3/8... Discriminator Loss: 1.3699... Generator Loss: 0.6837 Epoch 3/8... Discriminator Loss: 1.3532... Generator Loss: 0.7734 Epoch 3/8... Discriminator Loss: 1.3645... Generator Loss: 0.7860 Epoch 3/8... Discriminator Loss: 1.3653... Generator Loss: 0.7116 Epoch 3/8... Discriminator Loss: 1.3821... Generator Loss: 0.7415 Epoch 3/8... Discriminator Loss: 1.3292... Generator Loss: 0.8145 Epoch 3/8... Discriminator Loss: 1.3744... Generator Loss: 0.7341 Epoch 3/8... Discriminator Loss: 1.3510... Generator Loss: 0.7101 Epoch 3/8... Discriminator Loss: 1.3346... Generator Loss: 0.7735 Epoch 3/8... Discriminator Loss: 1.4120... Generator Loss: 0.6542 Epoch 3/8... Discriminator Loss: 1.3892... Generator Loss: 0.7690 Epoch 3/8... Discriminator Loss: 1.3666... Generator Loss: 0.6937 Epoch 4/8... Discriminator Loss: 1.3716... Generator Loss: 0.7675
Epoch 4/8... Discriminator Loss: 1.3293... Generator Loss: 0.8146 Epoch 4/8... Discriminator Loss: 1.3871... Generator Loss: 0.6925 Epoch 4/8... Discriminator Loss: 1.3904... Generator Loss: 0.7171 Epoch 4/8... Discriminator Loss: 1.3775... Generator Loss: 0.7330 Epoch 4/8... Discriminator Loss: 1.3464... Generator Loss: 0.8284 Epoch 4/8... Discriminator Loss: 1.3280... Generator Loss: 0.8453 Epoch 4/8... Discriminator Loss: 1.3998... Generator Loss: 0.7505 Epoch 4/8... Discriminator Loss: 1.3739... Generator Loss: 0.6786 Epoch 4/8... Discriminator Loss: 1.3704... Generator Loss: 0.9034 Epoch 4/8... Discriminator Loss: 1.3608... Generator Loss: 0.7420 Epoch 4/8... Discriminator Loss: 1.3750... Generator Loss: 0.7903 Epoch 4/8... Discriminator Loss: 1.3607... Generator Loss: 0.7394 Epoch 4/8... Discriminator Loss: 1.3660... Generator Loss: 0.8124 Epoch 4/8... Discriminator Loss: 1.3673... Generator Loss: 0.6909 Epoch 4/8... Discriminator Loss: 1.3833... Generator Loss: 0.7262 Epoch 4/8... Discriminator Loss: 1.3711... Generator Loss: 0.7832 Epoch 4/8... Discriminator Loss: 1.3304... Generator Loss: 0.6892 Epoch 4/8... Discriminator Loss: 1.3683... Generator Loss: 0.7622 Epoch 4/8... Discriminator Loss: 1.3736... Generator Loss: 0.8120 Epoch 4/8... Discriminator Loss: 1.4014... Generator Loss: 0.7436
Epoch 4/8... Discriminator Loss: 1.3626... Generator Loss: 0.6953 Epoch 4/8... Discriminator Loss: 1.3559... Generator Loss: 0.7193 Epoch 4/8... Discriminator Loss: 1.3686... Generator Loss: 0.8205 Epoch 4/8... Discriminator Loss: 1.3562... Generator Loss: 0.7105 Epoch 4/8... Discriminator Loss: 1.4287... Generator Loss: 0.7164 Epoch 4/8... Discriminator Loss: 1.3952... Generator Loss: 0.7248 Epoch 4/8... Discriminator Loss: 1.4013... Generator Loss: 0.6855 Epoch 4/8... Discriminator Loss: 1.3899... Generator Loss: 0.6948 Epoch 4/8... Discriminator Loss: 1.3678... Generator Loss: 0.8084 Epoch 4/8... Discriminator Loss: 1.3325... Generator Loss: 0.8009 Epoch 4/8... Discriminator Loss: 1.3692... Generator Loss: 0.7430 Epoch 4/8... Discriminator Loss: 1.3964... Generator Loss: 0.6887 Epoch 4/8... Discriminator Loss: 1.4329... Generator Loss: 0.6658 Epoch 4/8... Discriminator Loss: 1.3711... Generator Loss: 0.8122 Epoch 4/8... Discriminator Loss: 1.2973... Generator Loss: 0.7948 Epoch 4/8... Discriminator Loss: 1.3617... Generator Loss: 0.7737 Epoch 4/8... Discriminator Loss: 1.3924... Generator Loss: 0.6620 Epoch 4/8... Discriminator Loss: 1.4145... Generator Loss: 0.6480 Epoch 4/8... Discriminator Loss: 1.3499... Generator Loss: 0.8642 Epoch 4/8... Discriminator Loss: 1.4150... Generator Loss: 0.7076
Epoch 4/8... Discriminator Loss: 1.3704... Generator Loss: 0.8092 Epoch 4/8... Discriminator Loss: 1.4112... Generator Loss: 0.8615 Epoch 4/8... Discriminator Loss: 1.4182... Generator Loss: 0.5736 Epoch 4/8... Discriminator Loss: 1.3232... Generator Loss: 0.8727 Epoch 4/8... Discriminator Loss: 1.3660... Generator Loss: 0.7527 Epoch 4/8... Discriminator Loss: 1.3444... Generator Loss: 0.9164 Epoch 4/8... Discriminator Loss: 1.3519... Generator Loss: 0.6841 Epoch 4/8... Discriminator Loss: 1.4071... Generator Loss: 0.6839 Epoch 4/8... Discriminator Loss: 1.3527... Generator Loss: 0.7776 Epoch 4/8... Discriminator Loss: 1.3505... Generator Loss: 0.7745 Epoch 4/8... Discriminator Loss: 1.3561... Generator Loss: 0.8477 Epoch 4/8... Discriminator Loss: 1.3880... Generator Loss: 0.6818 Epoch 4/8... Discriminator Loss: 1.3635... Generator Loss: 0.7255 Epoch 4/8... Discriminator Loss: 1.3595... Generator Loss: 0.7766 Epoch 4/8... Discriminator Loss: 1.4070... Generator Loss: 0.6819 Epoch 4/8... Discriminator Loss: 1.3128... Generator Loss: 0.7267 Epoch 4/8... Discriminator Loss: 1.3908... Generator Loss: 0.7793 Epoch 4/8... Discriminator Loss: 1.3500... Generator Loss: 0.7244 Epoch 4/8... Discriminator Loss: 1.3222... Generator Loss: 0.7518 Epoch 4/8... Discriminator Loss: 1.3706... Generator Loss: 0.8629
Epoch 4/8... Discriminator Loss: 1.3420... Generator Loss: 0.7383 Epoch 4/8... Discriminator Loss: 1.3934... Generator Loss: 0.6859 Epoch 4/8... Discriminator Loss: 1.3373... Generator Loss: 0.7850 Epoch 4/8... Discriminator Loss: 1.3365... Generator Loss: 0.7938 Epoch 4/8... Discriminator Loss: 1.3619... Generator Loss: 0.7483 Epoch 4/8... Discriminator Loss: 1.3753... Generator Loss: 0.7091 Epoch 4/8... Discriminator Loss: 1.4361... Generator Loss: 0.6138 Epoch 4/8... Discriminator Loss: 1.4101... Generator Loss: 0.6589 Epoch 4/8... Discriminator Loss: 1.3400... Generator Loss: 0.7627 Epoch 4/8... Discriminator Loss: 1.3952... Generator Loss: 0.5973 Epoch 4/8... Discriminator Loss: 1.3308... Generator Loss: 0.8848 Epoch 4/8... Discriminator Loss: 1.3683... Generator Loss: 0.7281 Epoch 4/8... Discriminator Loss: 1.3756... Generator Loss: 0.8465 Epoch 4/8... Discriminator Loss: 1.3697... Generator Loss: 0.7981 Epoch 4/8... Discriminator Loss: 1.3635... Generator Loss: 0.8215 Epoch 4/8... Discriminator Loss: 1.3848... Generator Loss: 0.6374 Epoch 4/8... Discriminator Loss: 1.3284... Generator Loss: 0.9847 Epoch 4/8... Discriminator Loss: 1.3622... Generator Loss: 0.6246 Epoch 4/8... Discriminator Loss: 1.3647... Generator Loss: 0.7642 Epoch 4/8... Discriminator Loss: 1.3823... Generator Loss: 0.7385
Epoch 4/8... Discriminator Loss: 1.3974... Generator Loss: 0.7528 Epoch 4/8... Discriminator Loss: 1.3232... Generator Loss: 0.7874 Epoch 4/8... Discriminator Loss: 1.3305... Generator Loss: 0.8246 Epoch 4/8... Discriminator Loss: 1.3939... Generator Loss: 0.7287 Epoch 4/8... Discriminator Loss: 1.3837... Generator Loss: 0.8119 Epoch 4/8... Discriminator Loss: 1.3916... Generator Loss: 0.6857 Epoch 4/8... Discriminator Loss: 1.3341... Generator Loss: 0.7239 Epoch 4/8... Discriminator Loss: 1.3560... Generator Loss: 0.7570 Epoch 4/8... Discriminator Loss: 1.3685... Generator Loss: 0.7196 Epoch 4/8... Discriminator Loss: 1.3864... Generator Loss: 0.7282 Epoch 4/8... Discriminator Loss: 1.3620... Generator Loss: 0.7121 Epoch 4/8... Discriminator Loss: 1.3527... Generator Loss: 0.7876 Epoch 4/8... Discriminator Loss: 1.3697... Generator Loss: 0.7763 Epoch 4/8... Discriminator Loss: 1.3653... Generator Loss: 0.7476 Epoch 4/8... Discriminator Loss: 1.3424... Generator Loss: 0.7626 Epoch 4/8... Discriminator Loss: 1.3531... Generator Loss: 0.8049 Epoch 4/8... Discriminator Loss: 1.3778... Generator Loss: 0.7504 Epoch 4/8... Discriminator Loss: 1.3755... Generator Loss: 0.7462 Epoch 4/8... Discriminator Loss: 1.3896... Generator Loss: 0.6985 Epoch 4/8... Discriminator Loss: 1.3753... Generator Loss: 0.7663
Epoch 4/8... Discriminator Loss: 1.3781... Generator Loss: 0.6674 Epoch 4/8... Discriminator Loss: 1.3926... Generator Loss: 0.7739 Epoch 4/8... Discriminator Loss: 1.3639... Generator Loss: 0.7005 Epoch 4/8... Discriminator Loss: 1.3363... Generator Loss: 0.7585 Epoch 4/8... Discriminator Loss: 1.3779... Generator Loss: 0.7930 Epoch 4/8... Discriminator Loss: 1.4065... Generator Loss: 0.6883 Epoch 4/8... Discriminator Loss: 1.3832... Generator Loss: 0.7682 Epoch 4/8... Discriminator Loss: 1.3267... Generator Loss: 0.7639 Epoch 4/8... Discriminator Loss: 1.3903... Generator Loss: 0.6750 Epoch 4/8... Discriminator Loss: 1.3656... Generator Loss: 0.6894 Epoch 4/8... Discriminator Loss: 1.3584... Generator Loss: 0.8008 Epoch 4/8... Discriminator Loss: 1.3490... Generator Loss: 0.6745 Epoch 4/8... Discriminator Loss: 1.3467... Generator Loss: 0.7150 Epoch 4/8... Discriminator Loss: 1.3935... Generator Loss: 0.7261 Epoch 4/8... Discriminator Loss: 1.3771... Generator Loss: 0.6770 Epoch 4/8... Discriminator Loss: 1.3297... Generator Loss: 0.8566 Epoch 4/8... Discriminator Loss: 1.3815... Generator Loss: 0.6386 Epoch 4/8... Discriminator Loss: 1.3361... Generator Loss: 0.7328 Epoch 4/8... Discriminator Loss: 1.3996... Generator Loss: 0.6748 Epoch 4/8... Discriminator Loss: 1.4166... Generator Loss: 0.8519
Epoch 4/8... Discriminator Loss: 1.3582... Generator Loss: 0.6869 Epoch 4/8... Discriminator Loss: 1.3842... Generator Loss: 0.6960 Epoch 4/8... Discriminator Loss: 1.3350... Generator Loss: 0.7778 Epoch 4/8... Discriminator Loss: 1.3837... Generator Loss: 0.7367 Epoch 4/8... Discriminator Loss: 1.4367... Generator Loss: 0.8577 Epoch 4/8... Discriminator Loss: 1.3622... Generator Loss: 0.6818 Epoch 4/8... Discriminator Loss: 1.3724... Generator Loss: 0.7913 Epoch 4/8... Discriminator Loss: 1.3968... Generator Loss: 0.6561 Epoch 4/8... Discriminator Loss: 1.3528... Generator Loss: 0.7290 Epoch 4/8... Discriminator Loss: 1.3591... Generator Loss: 0.8048 Epoch 4/8... Discriminator Loss: 1.3936... Generator Loss: 0.6954 Epoch 4/8... Discriminator Loss: 1.3654... Generator Loss: 0.7311 Epoch 4/8... Discriminator Loss: 1.3276... Generator Loss: 0.8750 Epoch 4/8... Discriminator Loss: 1.4224... Generator Loss: 0.7559 Epoch 4/8... Discriminator Loss: 1.3576... Generator Loss: 0.7261 Epoch 4/8... Discriminator Loss: 1.3618... Generator Loss: 0.8213 Epoch 4/8... Discriminator Loss: 1.3661... Generator Loss: 0.7237 Epoch 4/8... Discriminator Loss: 1.3533... Generator Loss: 0.7724 Epoch 4/8... Discriminator Loss: 1.3586... Generator Loss: 0.7680 Epoch 4/8... Discriminator Loss: 1.3564... Generator Loss: 0.7635
Epoch 4/8... Discriminator Loss: 1.3579... Generator Loss: 0.7448 Epoch 4/8... Discriminator Loss: 1.3666... Generator Loss: 0.7323 Epoch 4/8... Discriminator Loss: 1.3528... Generator Loss: 0.7681 Epoch 4/8... Discriminator Loss: 1.4023... Generator Loss: 0.7724 Epoch 4/8... Discriminator Loss: 1.3658... Generator Loss: 0.6881 Epoch 4/8... Discriminator Loss: 1.3641... Generator Loss: 0.7663 Epoch 4/8... Discriminator Loss: 1.3449... Generator Loss: 0.8459 Epoch 4/8... Discriminator Loss: 1.3592... Generator Loss: 0.7402 Epoch 4/8... Discriminator Loss: 1.3892... Generator Loss: 0.6664 Epoch 4/8... Discriminator Loss: 1.3906... Generator Loss: 0.7177 Epoch 4/8... Discriminator Loss: 1.3688... Generator Loss: 0.7390 Epoch 4/8... Discriminator Loss: 1.3520... Generator Loss: 0.7474 Epoch 4/8... Discriminator Loss: 1.3535... Generator Loss: 0.8257 Epoch 4/8... Discriminator Loss: 1.4080... Generator Loss: 0.7242 Epoch 4/8... Discriminator Loss: 1.3887... Generator Loss: 0.7030 Epoch 4/8... Discriminator Loss: 1.3888... Generator Loss: 0.7369 Epoch 4/8... Discriminator Loss: 1.3558... Generator Loss: 0.7639 Epoch 4/8... Discriminator Loss: 1.3925... Generator Loss: 0.7316 Epoch 4/8... Discriminator Loss: 1.3392... Generator Loss: 0.7623 Epoch 4/8... Discriminator Loss: 1.3826... Generator Loss: 0.7537
Epoch 4/8... Discriminator Loss: 1.3937... Generator Loss: 0.6621 Epoch 4/8... Discriminator Loss: 1.3651... Generator Loss: 0.7652 Epoch 4/8... Discriminator Loss: 1.3694... Generator Loss: 0.8055 Epoch 4/8... Discriminator Loss: 1.3991... Generator Loss: 0.6984 Epoch 4/8... Discriminator Loss: 1.3617... Generator Loss: 0.7976 Epoch 4/8... Discriminator Loss: 1.3707... Generator Loss: 0.7431 Epoch 4/8... Discriminator Loss: 1.3652... Generator Loss: 0.7303 Epoch 4/8... Discriminator Loss: 1.3973... Generator Loss: 0.7764 Epoch 4/8... Discriminator Loss: 1.3715... Generator Loss: 0.7120 Epoch 4/8... Discriminator Loss: 1.3418... Generator Loss: 0.8315 Epoch 4/8... Discriminator Loss: 1.4250... Generator Loss: 0.7174 Epoch 4/8... Discriminator Loss: 1.3764... Generator Loss: 0.7620 Epoch 4/8... Discriminator Loss: 1.3754... Generator Loss: 0.6644 Epoch 4/8... Discriminator Loss: 1.3351... Generator Loss: 0.7637 Epoch 4/8... Discriminator Loss: 1.4025... Generator Loss: 0.7500 Epoch 4/8... Discriminator Loss: 1.3792... Generator Loss: 0.7460 Epoch 4/8... Discriminator Loss: 1.3971... Generator Loss: 0.7223 Epoch 4/8... Discriminator Loss: 1.3663... Generator Loss: 0.7700 Epoch 4/8... Discriminator Loss: 1.3716... Generator Loss: 0.7657 Epoch 4/8... Discriminator Loss: 1.4058... Generator Loss: 0.6693
Epoch 4/8... Discriminator Loss: 1.3600... Generator Loss: 0.7829 Epoch 4/8... Discriminator Loss: 1.4212... Generator Loss: 0.6972 Epoch 4/8... Discriminator Loss: 1.4110... Generator Loss: 0.7745 Epoch 4/8... Discriminator Loss: 1.3662... Generator Loss: 0.7002 Epoch 4/8... Discriminator Loss: 1.3447... Generator Loss: 0.8005 Epoch 4/8... Discriminator Loss: 1.3653... Generator Loss: 0.7700 Epoch 4/8... Discriminator Loss: 1.3868... Generator Loss: 0.7770 Epoch 4/8... Discriminator Loss: 1.4025... Generator Loss: 0.6667 Epoch 4/8... Discriminator Loss: 1.3892... Generator Loss: 0.7427 Epoch 4/8... Discriminator Loss: 1.4538... Generator Loss: 0.6238 Epoch 4/8... Discriminator Loss: 1.3654... Generator Loss: 0.7851 Epoch 4/8... Discriminator Loss: 1.3331... Generator Loss: 0.8431 Epoch 4/8... Discriminator Loss: 1.3524... Generator Loss: 0.7551 Epoch 4/8... Discriminator Loss: 1.3567... Generator Loss: 0.6819 Epoch 4/8... Discriminator Loss: 1.3896... Generator Loss: 0.7677 Epoch 4/8... Discriminator Loss: 1.3991... Generator Loss: 0.7497 Epoch 4/8... Discriminator Loss: 1.4216... Generator Loss: 0.6408 Epoch 4/8... Discriminator Loss: 1.3815... Generator Loss: 0.6700 Epoch 4/8... Discriminator Loss: 1.3692... Generator Loss: 0.7020 Epoch 4/8... Discriminator Loss: 1.3874... Generator Loss: 0.6683
Epoch 4/8... Discriminator Loss: 1.3466... Generator Loss: 0.7902 Epoch 4/8... Discriminator Loss: 1.4119... Generator Loss: 0.7882 Epoch 4/8... Discriminator Loss: 1.4159... Generator Loss: 0.6099 Epoch 4/8... Discriminator Loss: 1.3612... Generator Loss: 0.7884 Epoch 4/8... Discriminator Loss: 1.3794... Generator Loss: 0.8021 Epoch 4/8... Discriminator Loss: 1.3813... Generator Loss: 0.7512 Epoch 4/8... Discriminator Loss: 1.3576... Generator Loss: 0.7698 Epoch 4/8... Discriminator Loss: 1.3741... Generator Loss: 0.7507 Epoch 4/8... Discriminator Loss: 1.4087... Generator Loss: 0.8148 Epoch 4/8... Discriminator Loss: 1.4231... Generator Loss: 0.7407 Epoch 4/8... Discriminator Loss: 1.3703... Generator Loss: 0.7674 Epoch 4/8... Discriminator Loss: 1.4025... Generator Loss: 0.7050 Epoch 4/8... Discriminator Loss: 1.3511... Generator Loss: 0.8089 Epoch 4/8... Discriminator Loss: 1.3634... Generator Loss: 0.7681 Epoch 4/8... Discriminator Loss: 1.3491... Generator Loss: 0.7609 Epoch 4/8... Discriminator Loss: 1.3823... Generator Loss: 0.7493 Epoch 4/8... Discriminator Loss: 1.3627... Generator Loss: 0.7783 Epoch 4/8... Discriminator Loss: 1.3861... Generator Loss: 0.7034 Epoch 4/8... Discriminator Loss: 1.3484... Generator Loss: 0.7813 Epoch 4/8... Discriminator Loss: 1.3596... Generator Loss: 0.9219
Epoch 4/8... Discriminator Loss: 1.3986... Generator Loss: 0.6747 Epoch 4/8... Discriminator Loss: 1.3967... Generator Loss: 0.7832 Epoch 4/8... Discriminator Loss: 1.3657... Generator Loss: 0.7386 Epoch 4/8... Discriminator Loss: 1.3693... Generator Loss: 0.8035 Epoch 4/8... Discriminator Loss: 1.3746... Generator Loss: 0.7160 Epoch 4/8... Discriminator Loss: 1.3666... Generator Loss: 0.8351 Epoch 4/8... Discriminator Loss: 1.3907... Generator Loss: 0.6438 Epoch 4/8... Discriminator Loss: 1.4144... Generator Loss: 0.6361 Epoch 4/8... Discriminator Loss: 1.4182... Generator Loss: 0.8070 Epoch 4/8... Discriminator Loss: 1.3558... Generator Loss: 0.7801 Epoch 4/8... Discriminator Loss: 1.3658... Generator Loss: 0.7674 Epoch 4/8... Discriminator Loss: 1.4150... Generator Loss: 0.6755 Epoch 4/8... Discriminator Loss: 1.3690... Generator Loss: 0.7349 Epoch 4/8... Discriminator Loss: 1.4016... Generator Loss: 0.7721 Epoch 4/8... Discriminator Loss: 1.3685... Generator Loss: 0.8026 Epoch 4/8... Discriminator Loss: 1.4076... Generator Loss: 0.7209 Epoch 4/8... Discriminator Loss: 1.3836... Generator Loss: 0.6776 Epoch 4/8... Discriminator Loss: 1.3778... Generator Loss: 0.7917 Epoch 4/8... Discriminator Loss: 1.3933... Generator Loss: 0.7319 Epoch 4/8... Discriminator Loss: 1.4026... Generator Loss: 0.6955
Epoch 4/8... Discriminator Loss: 1.3825... Generator Loss: 0.7541 Epoch 4/8... Discriminator Loss: 1.3755... Generator Loss: 0.7281 Epoch 4/8... Discriminator Loss: 1.3990... Generator Loss: 0.6997 Epoch 4/8... Discriminator Loss: 1.4075... Generator Loss: 0.8758 Epoch 4/8... Discriminator Loss: 1.4296... Generator Loss: 0.6109 Epoch 4/8... Discriminator Loss: 1.4008... Generator Loss: 0.8775 Epoch 4/8... Discriminator Loss: 1.3177... Generator Loss: 0.7978 Epoch 4/8... Discriminator Loss: 1.3613... Generator Loss: 0.7670 Epoch 4/8... Discriminator Loss: 1.4064... Generator Loss: 0.7391 Epoch 4/8... Discriminator Loss: 1.3605... Generator Loss: 0.7817 Epoch 4/8... Discriminator Loss: 1.3883... Generator Loss: 0.7397 Epoch 4/8... Discriminator Loss: 1.3643... Generator Loss: 0.7357 Epoch 4/8... Discriminator Loss: 1.3775... Generator Loss: 0.7826 Epoch 4/8... Discriminator Loss: 1.3693... Generator Loss: 0.8023 Epoch 4/8... Discriminator Loss: 1.3504... Generator Loss: 0.7649 Epoch 4/8... Discriminator Loss: 1.4093... Generator Loss: 0.7718 Epoch 4/8... Discriminator Loss: 1.4100... Generator Loss: 0.6783 Epoch 4/8... Discriminator Loss: 1.3411... Generator Loss: 0.8937 Epoch 4/8... Discriminator Loss: 1.3984... Generator Loss: 0.6909 Epoch 4/8... Discriminator Loss: 1.3483... Generator Loss: 0.7817
Epoch 4/8... Discriminator Loss: 1.3907... Generator Loss: 0.7428 Epoch 4/8... Discriminator Loss: 1.3759... Generator Loss: 0.7060 Epoch 4/8... Discriminator Loss: 1.3900... Generator Loss: 0.7549 Epoch 4/8... Discriminator Loss: 1.3731... Generator Loss: 0.7478 Epoch 4/8... Discriminator Loss: 1.3757... Generator Loss: 0.7085 Epoch 4/8... Discriminator Loss: 1.3793... Generator Loss: 0.7650 Epoch 4/8... Discriminator Loss: 1.3571... Generator Loss: 0.8155 Epoch 4/8... Discriminator Loss: 1.3959... Generator Loss: 0.7931 Epoch 4/8... Discriminator Loss: 1.3958... Generator Loss: 0.7270 Epoch 4/8... Discriminator Loss: 1.3666... Generator Loss: 0.7947 Epoch 4/8... Discriminator Loss: 1.3814... Generator Loss: 0.7258 Epoch 4/8... Discriminator Loss: 1.3647... Generator Loss: 0.7170 Epoch 4/8... Discriminator Loss: 1.3713... Generator Loss: 0.6682 Epoch 4/8... Discriminator Loss: 1.3810... Generator Loss: 0.9355 Epoch 4/8... Discriminator Loss: 1.3789... Generator Loss: 0.6925 Epoch 4/8... Discriminator Loss: 1.3767... Generator Loss: 0.7403 Epoch 4/8... Discriminator Loss: 1.4239... Generator Loss: 0.7879 Epoch 4/8... Discriminator Loss: 1.4213... Generator Loss: 0.6221 Epoch 4/8... Discriminator Loss: 1.4019... Generator Loss: 0.8190 Epoch 4/8... Discriminator Loss: 1.3506... Generator Loss: 0.7259
Epoch 4/8... Discriminator Loss: 1.3701... Generator Loss: 0.6798 Epoch 4/8... Discriminator Loss: 1.4141... Generator Loss: 0.7197 Epoch 4/8... Discriminator Loss: 1.3929... Generator Loss: 0.7264 Epoch 4/8... Discriminator Loss: 1.3932... Generator Loss: 0.7701 Epoch 4/8... Discriminator Loss: 1.3929... Generator Loss: 0.7259 Epoch 4/8... Discriminator Loss: 1.3713... Generator Loss: 0.7567 Epoch 4/8... Discriminator Loss: 1.4286... Generator Loss: 0.6777 Epoch 4/8... Discriminator Loss: 1.3494... Generator Loss: 0.7344 Epoch 4/8... Discriminator Loss: 1.4260... Generator Loss: 0.7184 Epoch 4/8... Discriminator Loss: 1.4302... Generator Loss: 0.7151 Epoch 4/8... Discriminator Loss: 1.4142... Generator Loss: 0.7115 Epoch 4/8... Discriminator Loss: 1.3510... Generator Loss: 0.7800 Epoch 4/8... Discriminator Loss: 1.3352... Generator Loss: 0.8296 Epoch 4/8... Discriminator Loss: 1.3760... Generator Loss: 0.7607 Epoch 4/8... Discriminator Loss: 1.3814... Generator Loss: 0.7758 Epoch 4/8... Discriminator Loss: 1.3657... Generator Loss: 0.8267 Epoch 4/8... Discriminator Loss: 1.3854... Generator Loss: 0.6945 Epoch 4/8... Discriminator Loss: 1.3763... Generator Loss: 0.8229 Epoch 4/8... Discriminator Loss: 1.3722... Generator Loss: 0.7099 Epoch 4/8... Discriminator Loss: 1.3806... Generator Loss: 0.7287
Epoch 4/8... Discriminator Loss: 1.3827... Generator Loss: 0.7525 Epoch 4/8... Discriminator Loss: 1.3706... Generator Loss: 0.8031 Epoch 4/8... Discriminator Loss: 1.3861... Generator Loss: 0.8425 Epoch 4/8... Discriminator Loss: 1.3838... Generator Loss: 0.6837 Epoch 4/8... Discriminator Loss: 1.3526... Generator Loss: 0.7906 Epoch 4/8... Discriminator Loss: 1.3534... Generator Loss: 0.7829 Epoch 4/8... Discriminator Loss: 1.3970... Generator Loss: 0.7555 Epoch 4/8... Discriminator Loss: 1.3588... Generator Loss: 0.7184 Epoch 4/8... Discriminator Loss: 1.3595... Generator Loss: 0.7042 Epoch 4/8... Discriminator Loss: 1.3599... Generator Loss: 0.7499 Epoch 4/8... Discriminator Loss: 1.3521... Generator Loss: 0.7008 Epoch 4/8... Discriminator Loss: 1.3460... Generator Loss: 0.7822 Epoch 4/8... Discriminator Loss: 1.3998... Generator Loss: 0.7755 Epoch 4/8... Discriminator Loss: 1.3726... Generator Loss: 0.7305 Epoch 4/8... Discriminator Loss: 1.3495... Generator Loss: 0.7640 Epoch 4/8... Discriminator Loss: 1.3821... Generator Loss: 0.7428 Epoch 4/8... Discriminator Loss: 1.4019... Generator Loss: 0.7130 Epoch 4/8... Discriminator Loss: 1.3658... Generator Loss: 0.7920 Epoch 4/8... Discriminator Loss: 1.3840... Generator Loss: 0.7957 Epoch 4/8... Discriminator Loss: 1.3597... Generator Loss: 0.7650
Epoch 4/8... Discriminator Loss: 1.3759... Generator Loss: 0.7319 Epoch 4/8... Discriminator Loss: 1.3991... Generator Loss: 0.6801 Epoch 4/8... Discriminator Loss: 1.3752... Generator Loss: 0.7697 Epoch 4/8... Discriminator Loss: 1.3658... Generator Loss: 0.7684 Epoch 4/8... Discriminator Loss: 1.3598... Generator Loss: 0.7667 Epoch 4/8... Discriminator Loss: 1.3600... Generator Loss: 0.7921 Epoch 4/8... Discriminator Loss: 1.3564... Generator Loss: 0.7757 Epoch 4/8... Discriminator Loss: 1.4042... Generator Loss: 0.6838 Epoch 4/8... Discriminator Loss: 1.3655... Generator Loss: 0.7953 Epoch 4/8... Discriminator Loss: 1.3666... Generator Loss: 0.7580 Epoch 4/8... Discriminator Loss: 1.3604... Generator Loss: 0.7444 Epoch 4/8... Discriminator Loss: 1.3496... Generator Loss: 0.8699 Epoch 4/8... Discriminator Loss: 1.4127... Generator Loss: 0.6438 Epoch 4/8... Discriminator Loss: 1.3744... Generator Loss: 0.8849 Epoch 4/8... Discriminator Loss: 1.3811... Generator Loss: 0.6829 Epoch 4/8... Discriminator Loss: 1.3877... Generator Loss: 0.8445 Epoch 4/8... Discriminator Loss: 1.3780... Generator Loss: 0.7104 Epoch 4/8... Discriminator Loss: 1.3588... Generator Loss: 0.7732 Epoch 4/8... Discriminator Loss: 1.3733... Generator Loss: 0.7505 Epoch 4/8... Discriminator Loss: 1.4038... Generator Loss: 0.8226
Epoch 4/8... Discriminator Loss: 1.3540... Generator Loss: 0.8201 Epoch 4/8... Discriminator Loss: 1.3482... Generator Loss: 0.7979 Epoch 4/8... Discriminator Loss: 1.3686... Generator Loss: 0.7172 Epoch 4/8... Discriminator Loss: 1.4198... Generator Loss: 0.6151 Epoch 4/8... Discriminator Loss: 1.4157... Generator Loss: 0.6888 Epoch 4/8... Discriminator Loss: 1.3628... Generator Loss: 0.8339 Epoch 4/8... Discriminator Loss: 1.3947... Generator Loss: 0.6488 Epoch 4/8... Discriminator Loss: 1.3487... Generator Loss: 0.8457 Epoch 4/8... Discriminator Loss: 1.4141... Generator Loss: 0.6632 Epoch 4/8... Discriminator Loss: 1.3846... Generator Loss: 0.8219 Epoch 4/8... Discriminator Loss: 1.3441... Generator Loss: 0.7850 Epoch 4/8... Discriminator Loss: 1.3902... Generator Loss: 0.7193 Epoch 4/8... Discriminator Loss: 1.3863... Generator Loss: 0.7013 Epoch 4/8... Discriminator Loss: 1.4190... Generator Loss: 0.6891 Epoch 4/8... Discriminator Loss: 1.3735... Generator Loss: 0.7909 Epoch 4/8... Discriminator Loss: 1.4029... Generator Loss: 0.7728 Epoch 4/8... Discriminator Loss: 1.4010... Generator Loss: 0.7952 Epoch 4/8... Discriminator Loss: 1.3946... Generator Loss: 0.7061 Epoch 4/8... Discriminator Loss: 1.3865... Generator Loss: 0.7310 Epoch 4/8... Discriminator Loss: 1.3989... Generator Loss: 0.7680
Epoch 4/8... Discriminator Loss: 1.3900... Generator Loss: 0.6902 Epoch 4/8... Discriminator Loss: 1.3408... Generator Loss: 0.7666 Epoch 4/8... Discriminator Loss: 1.3682... Generator Loss: 0.7429 Epoch 4/8... Discriminator Loss: 1.3929... Generator Loss: 0.6897 Epoch 4/8... Discriminator Loss: 1.4084... Generator Loss: 0.7905 Epoch 4/8... Discriminator Loss: 1.3675... Generator Loss: 0.7721 Epoch 4/8... Discriminator Loss: 1.3559... Generator Loss: 0.7643 Epoch 4/8... Discriminator Loss: 1.3909... Generator Loss: 0.7757 Epoch 4/8... Discriminator Loss: 1.3819... Generator Loss: 0.7241 Epoch 4/8... Discriminator Loss: 1.3988... Generator Loss: 0.7222 Epoch 4/8... Discriminator Loss: 1.3840... Generator Loss: 0.7359 Epoch 4/8... Discriminator Loss: 1.3994... Generator Loss: 0.8072 Epoch 4/8... Discriminator Loss: 1.3554... Generator Loss: 0.7660 Epoch 4/8... Discriminator Loss: 1.3747... Generator Loss: 0.7319 Epoch 4/8... Discriminator Loss: 1.3827... Generator Loss: 0.7613 Epoch 4/8... Discriminator Loss: 1.3527... Generator Loss: 0.7282 Epoch 4/8... Discriminator Loss: 1.3411... Generator Loss: 0.8403 Epoch 4/8... Discriminator Loss: 1.3846... Generator Loss: 0.7531 Epoch 4/8... Discriminator Loss: 1.3901... Generator Loss: 0.7038 Epoch 4/8... Discriminator Loss: 1.4147... Generator Loss: 0.7503
Epoch 4/8... Discriminator Loss: 1.3937... Generator Loss: 0.6872 Epoch 4/8... Discriminator Loss: 1.3834... Generator Loss: 0.7973 Epoch 4/8... Discriminator Loss: 1.3441... Generator Loss: 0.7732 Epoch 4/8... Discriminator Loss: 1.3533... Generator Loss: 0.7448 Epoch 4/8... Discriminator Loss: 1.4161... Generator Loss: 0.7400 Epoch 4/8... Discriminator Loss: 1.3623... Generator Loss: 0.7279 Epoch 4/8... Discriminator Loss: 1.3534... Generator Loss: 0.7862 Epoch 4/8... Discriminator Loss: 1.3795... Generator Loss: 0.8374 Epoch 4/8... Discriminator Loss: 1.3583... Generator Loss: 0.7595 Epoch 4/8... Discriminator Loss: 1.3585... Generator Loss: 0.7786 Epoch 4/8... Discriminator Loss: 1.3995... Generator Loss: 0.7598 Epoch 4/8... Discriminator Loss: 1.3635... Generator Loss: 0.7319 Epoch 4/8... Discriminator Loss: 1.4199... Generator Loss: 0.6773 Epoch 4/8... Discriminator Loss: 1.3795... Generator Loss: 0.7694 Epoch 4/8... Discriminator Loss: 1.3955... Generator Loss: 0.6958 Epoch 4/8... Discriminator Loss: 1.3794... Generator Loss: 0.7719 Epoch 4/8... Discriminator Loss: 1.3766... Generator Loss: 0.7035 Epoch 4/8... Discriminator Loss: 1.3615... Generator Loss: 0.7662 Epoch 4/8... Discriminator Loss: 1.4057... Generator Loss: 0.7631 Epoch 4/8... Discriminator Loss: 1.3765... Generator Loss: 0.7511
Epoch 4/8... Discriminator Loss: 1.4000... Generator Loss: 0.6840 Epoch 4/8... Discriminator Loss: 1.3796... Generator Loss: 0.7318 Epoch 4/8... Discriminator Loss: 1.3881... Generator Loss: 0.8098 Epoch 4/8... Discriminator Loss: 1.3958... Generator Loss: 0.6314 Epoch 4/8... Discriminator Loss: 1.3933... Generator Loss: 0.7256 Epoch 4/8... Discriminator Loss: 1.4010... Generator Loss: 0.8164 Epoch 4/8... Discriminator Loss: 1.3696... Generator Loss: 0.7726 Epoch 4/8... Discriminator Loss: 1.3991... Generator Loss: 0.6622 Epoch 4/8... Discriminator Loss: 1.3680... Generator Loss: 0.8089 Epoch 4/8... Discriminator Loss: 1.3467... Generator Loss: 0.7472 Epoch 4/8... Discriminator Loss: 1.3645... Generator Loss: 0.8329 Epoch 4/8... Discriminator Loss: 1.3930... Generator Loss: 0.8121 Epoch 4/8... Discriminator Loss: 1.4251... Generator Loss: 0.7036 Epoch 4/8... Discriminator Loss: 1.3574... Generator Loss: 0.8146 Epoch 4/8... Discriminator Loss: 1.4018... Generator Loss: 0.7340 Epoch 4/8... Discriminator Loss: 1.3519... Generator Loss: 0.7636 Epoch 4/8... Discriminator Loss: 1.3869... Generator Loss: 0.6521 Epoch 4/8... Discriminator Loss: 1.4021... Generator Loss: 0.8220 Epoch 4/8... Discriminator Loss: 1.3811... Generator Loss: 0.7744 Epoch 4/8... Discriminator Loss: 1.3561... Generator Loss: 0.6960
Epoch 4/8... Discriminator Loss: 1.3674... Generator Loss: 0.8532 Epoch 4/8... Discriminator Loss: 1.3966... Generator Loss: 0.6743 Epoch 4/8... Discriminator Loss: 1.3695... Generator Loss: 0.8127 Epoch 4/8... Discriminator Loss: 1.3704... Generator Loss: 0.7935 Epoch 4/8... Discriminator Loss: 1.3849... Generator Loss: 0.7644 Epoch 4/8... Discriminator Loss: 1.3940... Generator Loss: 0.7206 Epoch 4/8... Discriminator Loss: 1.4118... Generator Loss: 0.7849 Epoch 4/8... Discriminator Loss: 1.3779... Generator Loss: 0.7843 Epoch 4/8... Discriminator Loss: 1.3990... Generator Loss: 0.7794 Epoch 4/8... Discriminator Loss: 1.3901... Generator Loss: 0.6992 Epoch 4/8... Discriminator Loss: 1.4021... Generator Loss: 0.6738 Epoch 4/8... Discriminator Loss: 1.3807... Generator Loss: 0.8042 Epoch 4/8... Discriminator Loss: 1.3888... Generator Loss: 0.8266 Epoch 4/8... Discriminator Loss: 1.3923... Generator Loss: 0.7481 Epoch 4/8... Discriminator Loss: 1.3758... Generator Loss: 0.6964 Epoch 4/8... Discriminator Loss: 1.3972... Generator Loss: 0.7212 Epoch 4/8... Discriminator Loss: 1.4099... Generator Loss: 0.6561 Epoch 4/8... Discriminator Loss: 1.3808... Generator Loss: 0.6761 Epoch 4/8... Discriminator Loss: 1.3753... Generator Loss: 0.7690 Epoch 4/8... Discriminator Loss: 1.3757... Generator Loss: 0.8065
Epoch 4/8... Discriminator Loss: 1.3416... Generator Loss: 0.7564 Epoch 4/8... Discriminator Loss: 1.3730... Generator Loss: 0.8261 Epoch 4/8... Discriminator Loss: 1.3975... Generator Loss: 0.7267 Epoch 4/8... Discriminator Loss: 1.3723... Generator Loss: 0.7228 Epoch 4/8... Discriminator Loss: 1.3683... Generator Loss: 0.8430 Epoch 4/8... Discriminator Loss: 1.3553... Generator Loss: 0.7645 Epoch 4/8... Discriminator Loss: 1.4113... Generator Loss: 0.7555 Epoch 4/8... Discriminator Loss: 1.3821... Generator Loss: 0.7891 Epoch 4/8... Discriminator Loss: 1.3988... Generator Loss: 0.7058 Epoch 4/8... Discriminator Loss: 1.3286... Generator Loss: 0.8162 Epoch 4/8... Discriminator Loss: 1.3662... Generator Loss: 0.7554 Epoch 4/8... Discriminator Loss: 1.3985... Generator Loss: 0.8213 Epoch 4/8... Discriminator Loss: 1.3893... Generator Loss: 0.7421 Epoch 4/8... Discriminator Loss: 1.3551... Generator Loss: 0.7688 Epoch 4/8... Discriminator Loss: 1.4119... Generator Loss: 0.7196 Epoch 4/8... Discriminator Loss: 1.3887... Generator Loss: 0.7785 Epoch 4/8... Discriminator Loss: 1.4005... Generator Loss: 0.6745 Epoch 4/8... Discriminator Loss: 1.3797... Generator Loss: 0.7832 Epoch 4/8... Discriminator Loss: 1.3582... Generator Loss: 0.7152 Epoch 4/8... Discriminator Loss: 1.3598... Generator Loss: 0.8149
Epoch 4/8... Discriminator Loss: 1.3677... Generator Loss: 0.7659 Epoch 4/8... Discriminator Loss: 1.3825... Generator Loss: 0.7669 Epoch 4/8... Discriminator Loss: 1.3354... Generator Loss: 0.7538 Epoch 4/8... Discriminator Loss: 1.4317... Generator Loss: 0.5835 Epoch 4/8... Discriminator Loss: 1.4113... Generator Loss: 0.9905 Epoch 4/8... Discriminator Loss: 1.3616... Generator Loss: 0.7271 Epoch 4/8... Discriminator Loss: 1.3510... Generator Loss: 0.7899 Epoch 4/8... Discriminator Loss: 1.3586... Generator Loss: 0.7510 Epoch 4/8... Discriminator Loss: 1.4344... Generator Loss: 0.7555 Epoch 4/8... Discriminator Loss: 1.3919... Generator Loss: 0.7626 Epoch 4/8... Discriminator Loss: 1.3673... Generator Loss: 0.7101 Epoch 4/8... Discriminator Loss: 1.3673... Generator Loss: 0.7428 Epoch 4/8... Discriminator Loss: 1.3772... Generator Loss: 0.7723 Epoch 4/8... Discriminator Loss: 1.3834... Generator Loss: 0.6896 Epoch 4/8... Discriminator Loss: 1.3759... Generator Loss: 0.7592 Epoch 4/8... Discriminator Loss: 1.3590... Generator Loss: 0.7356 Epoch 4/8... Discriminator Loss: 1.3710... Generator Loss: 0.8238 Epoch 4/8... Discriminator Loss: 1.3822... Generator Loss: 0.7022 Epoch 4/8... Discriminator Loss: 1.4011... Generator Loss: 0.8407 Epoch 4/8... Discriminator Loss: 1.3783... Generator Loss: 0.7945
Epoch 4/8... Discriminator Loss: 1.3439... Generator Loss: 0.8748 Epoch 4/8... Discriminator Loss: 1.3994... Generator Loss: 0.6810 Epoch 4/8... Discriminator Loss: 1.3856... Generator Loss: 0.7287 Epoch 4/8... Discriminator Loss: 1.3669... Generator Loss: 0.7365 Epoch 4/8... Discriminator Loss: 1.3617... Generator Loss: 0.8354 Epoch 4/8... Discriminator Loss: 1.4021... Generator Loss: 0.7028 Epoch 4/8... Discriminator Loss: 1.3845... Generator Loss: 0.6798 Epoch 4/8... Discriminator Loss: 1.3835... Generator Loss: 0.7554 Epoch 4/8... Discriminator Loss: 1.3945... Generator Loss: 0.6702 Epoch 4/8... Discriminator Loss: 1.3818... Generator Loss: 0.7627 Epoch 4/8... Discriminator Loss: 1.3627... Generator Loss: 0.7691 Epoch 4/8... Discriminator Loss: 1.3770... Generator Loss: 0.7648 Epoch 4/8... Discriminator Loss: 1.4197... Generator Loss: 0.6706 Epoch 4/8... Discriminator Loss: 1.3802... Generator Loss: 0.7244 Epoch 4/8... Discriminator Loss: 1.3500... Generator Loss: 0.8264 Epoch 4/8... Discriminator Loss: 1.3680... Generator Loss: 0.7213 Epoch 4/8... Discriminator Loss: 1.3803... Generator Loss: 0.8392 Epoch 4/8... Discriminator Loss: 1.3937... Generator Loss: 0.7222 Epoch 4/8... Discriminator Loss: 1.3798... Generator Loss: 0.7531 Epoch 4/8... Discriminator Loss: 1.3523... Generator Loss: 0.7627
Epoch 4/8... Discriminator Loss: 1.4056... Generator Loss: 0.7579 Epoch 4/8... Discriminator Loss: 1.3712... Generator Loss: 0.8449 Epoch 4/8... Discriminator Loss: 1.3939... Generator Loss: 0.6723 Epoch 4/8... Discriminator Loss: 1.4119... Generator Loss: 0.7089 Epoch 4/8... Discriminator Loss: 1.4014... Generator Loss: 0.7387 Epoch 4/8... Discriminator Loss: 1.3713... Generator Loss: 0.7623 Epoch 4/8... Discriminator Loss: 1.3892... Generator Loss: 0.6690 Epoch 4/8... Discriminator Loss: 1.3606... Generator Loss: 0.8093 Epoch 4/8... Discriminator Loss: 1.4331... Generator Loss: 0.6896 Epoch 4/8... Discriminator Loss: 1.3812... Generator Loss: 0.7486 Epoch 4/8... Discriminator Loss: 1.3963... Generator Loss: 0.7553 Epoch 4/8... Discriminator Loss: 1.4020... Generator Loss: 0.6862 Epoch 4/8... Discriminator Loss: 1.3639... Generator Loss: 0.7727 Epoch 4/8... Discriminator Loss: 1.3989... Generator Loss: 0.7438 Epoch 4/8... Discriminator Loss: 1.3821... Generator Loss: 0.6971 Epoch 4/8... Discriminator Loss: 1.3557... Generator Loss: 0.8173 Epoch 4/8... Discriminator Loss: 1.3509... Generator Loss: 0.7047 Epoch 4/8... Discriminator Loss: 1.3898... Generator Loss: 0.7324 Epoch 4/8... Discriminator Loss: 1.4135... Generator Loss: 0.7779 Epoch 4/8... Discriminator Loss: 1.3835... Generator Loss: 0.7569
Epoch 4/8... Discriminator Loss: 1.3760... Generator Loss: 0.7138 Epoch 4/8... Discriminator Loss: 1.3917... Generator Loss: 0.7554 Epoch 4/8... Discriminator Loss: 1.3811... Generator Loss: 0.7634 Epoch 4/8... Discriminator Loss: 1.3964... Generator Loss: 0.6699 Epoch 4/8... Discriminator Loss: 1.3894... Generator Loss: 0.7586 Epoch 4/8... Discriminator Loss: 1.3806... Generator Loss: 0.7799 Epoch 4/8... Discriminator Loss: 1.3831... Generator Loss: 0.6833 Epoch 4/8... Discriminator Loss: 1.3866... Generator Loss: 0.7696 Epoch 4/8... Discriminator Loss: 1.3831... Generator Loss: 0.7309 Epoch 4/8... Discriminator Loss: 1.3741... Generator Loss: 0.7901 Epoch 4/8... Discriminator Loss: 1.3898... Generator Loss: 0.7710 Epoch 4/8... Discriminator Loss: 1.3602... Generator Loss: 0.6971 Epoch 4/8... Discriminator Loss: 1.3783... Generator Loss: 0.6946 Epoch 4/8... Discriminator Loss: 1.3698... Generator Loss: 0.8173 Epoch 4/8... Discriminator Loss: 1.4109... Generator Loss: 0.7855 Epoch 4/8... Discriminator Loss: 1.3885... Generator Loss: 0.7383 Epoch 4/8... Discriminator Loss: 1.3832... Generator Loss: 0.7983 Epoch 4/8... Discriminator Loss: 1.3987... Generator Loss: 0.6552 Epoch 4/8... Discriminator Loss: 1.3908... Generator Loss: 0.7687 Epoch 4/8... Discriminator Loss: 1.3839... Generator Loss: 0.8937
Epoch 4/8... Discriminator Loss: 1.3728... Generator Loss: 0.8038 Epoch 4/8... Discriminator Loss: 1.3958... Generator Loss: 0.6857 Epoch 4/8... Discriminator Loss: 1.3888... Generator Loss: 0.7400 Epoch 4/8... Discriminator Loss: 1.4120... Generator Loss: 0.6921 Epoch 4/8... Discriminator Loss: 1.3582... Generator Loss: 0.8135 Epoch 4/8... Discriminator Loss: 1.3275... Generator Loss: 0.7328 Epoch 4/8... Discriminator Loss: 1.3934... Generator Loss: 0.6681 Epoch 4/8... Discriminator Loss: 1.3991... Generator Loss: 0.8475 Epoch 4/8... Discriminator Loss: 1.4048... Generator Loss: 0.6624 Epoch 4/8... Discriminator Loss: 1.3698... Generator Loss: 0.7610 Epoch 4/8... Discriminator Loss: 1.3661... Generator Loss: 0.7978 Epoch 4/8... Discriminator Loss: 1.3729... Generator Loss: 0.7533 Epoch 4/8... Discriminator Loss: 1.4033... Generator Loss: 0.7504 Epoch 4/8... Discriminator Loss: 1.3943... Generator Loss: 0.7681 Epoch 4/8... Discriminator Loss: 1.3930... Generator Loss: 0.7567 Epoch 4/8... Discriminator Loss: 1.3994... Generator Loss: 0.6352 Epoch 4/8... Discriminator Loss: 1.3761... Generator Loss: 0.8695 Epoch 4/8... Discriminator Loss: 1.3711... Generator Loss: 0.7239 Epoch 4/8... Discriminator Loss: 1.4018... Generator Loss: 0.7476 Epoch 4/8... Discriminator Loss: 1.3733... Generator Loss: 0.7986
Epoch 4/8... Discriminator Loss: 1.4123... Generator Loss: 0.6909 Epoch 4/8... Discriminator Loss: 1.3901... Generator Loss: 0.8291 Epoch 4/8... Discriminator Loss: 1.4021... Generator Loss: 0.7457 Epoch 4/8... Discriminator Loss: 1.3846... Generator Loss: 0.7143 Epoch 4/8... Discriminator Loss: 1.3698... Generator Loss: 0.7656 Epoch 4/8... Discriminator Loss: 1.3868... Generator Loss: 0.8205 Epoch 4/8... Discriminator Loss: 1.3750... Generator Loss: 0.8022 Epoch 4/8... Discriminator Loss: 1.3506... Generator Loss: 0.7646 Epoch 4/8... Discriminator Loss: 1.3921... Generator Loss: 0.7188 Epoch 4/8... Discriminator Loss: 1.4193... Generator Loss: 0.7988 Epoch 4/8... Discriminator Loss: 1.3963... Generator Loss: 0.6943 Epoch 4/8... Discriminator Loss: 1.3950... Generator Loss: 0.7545 Epoch 4/8... Discriminator Loss: 1.3785... Generator Loss: 0.7050 Epoch 4/8... Discriminator Loss: 1.4063... Generator Loss: 0.7117 Epoch 4/8... Discriminator Loss: 1.3939... Generator Loss: 0.6893 Epoch 4/8... Discriminator Loss: 1.4233... Generator Loss: 0.8256 Epoch 4/8... Discriminator Loss: 1.3961... Generator Loss: 0.7001 Epoch 4/8... Discriminator Loss: 1.3863... Generator Loss: 0.7923 Epoch 4/8... Discriminator Loss: 1.3836... Generator Loss: 0.7938 Epoch 4/8... Discriminator Loss: 1.3621... Generator Loss: 0.7614
Epoch 4/8... Discriminator Loss: 1.3780... Generator Loss: 0.7988 Epoch 4/8... Discriminator Loss: 1.3791... Generator Loss: 0.6779 Epoch 4/8... Discriminator Loss: 1.4033... Generator Loss: 0.9295 Epoch 4/8... Discriminator Loss: 1.3896... Generator Loss: 0.6742 Epoch 4/8... Discriminator Loss: 1.3836... Generator Loss: 0.8106 Epoch 4/8... Discriminator Loss: 1.3762... Generator Loss: 0.7356 Epoch 4/8... Discriminator Loss: 1.3803... Generator Loss: 0.7080 Epoch 4/8... Discriminator Loss: 1.3855... Generator Loss: 0.7353 Epoch 4/8... Discriminator Loss: 1.3803... Generator Loss: 0.6846 Epoch 4/8... Discriminator Loss: 1.4029... Generator Loss: 0.7877 Epoch 4/8... Discriminator Loss: 1.3863... Generator Loss: 0.7992 Epoch 4/8... Discriminator Loss: 1.3741... Generator Loss: 0.7661 Epoch 4/8... Discriminator Loss: 1.3663... Generator Loss: 0.7801 Epoch 4/8... Discriminator Loss: 1.3883... Generator Loss: 0.8156 Epoch 4/8... Discriminator Loss: 1.4169... Generator Loss: 0.6634 Epoch 4/8... Discriminator Loss: 1.3955... Generator Loss: 0.6886 Epoch 4/8... Discriminator Loss: 1.4380... Generator Loss: 0.7654 Epoch 4/8... Discriminator Loss: 1.4112... Generator Loss: 0.6993 Epoch 4/8... Discriminator Loss: 1.3578... Generator Loss: 0.7689 Epoch 4/8... Discriminator Loss: 1.3989... Generator Loss: 0.8281
Epoch 4/8... Discriminator Loss: 1.3864... Generator Loss: 0.6604 Epoch 4/8... Discriminator Loss: 1.3828... Generator Loss: 0.8328 Epoch 4/8... Discriminator Loss: 1.3819... Generator Loss: 0.7656 Epoch 4/8... Discriminator Loss: 1.3920... Generator Loss: 0.7349 Epoch 4/8... Discriminator Loss: 1.3761... Generator Loss: 0.7934 Epoch 4/8... Discriminator Loss: 1.3782... Generator Loss: 0.8025 Epoch 4/8... Discriminator Loss: 1.3364... Generator Loss: 0.7583 Epoch 4/8... Discriminator Loss: 1.4593... Generator Loss: 0.5736 Epoch 4/8... Discriminator Loss: 1.3917... Generator Loss: 0.8792 Epoch 4/8... Discriminator Loss: 1.4070... Generator Loss: 0.7511 Epoch 4/8... Discriminator Loss: 1.3954... Generator Loss: 0.7329 Epoch 4/8... Discriminator Loss: 1.4014... Generator Loss: 0.7021 Epoch 4/8... Discriminator Loss: 1.4066... Generator Loss: 0.7068 Epoch 4/8... Discriminator Loss: 1.3629... Generator Loss: 0.8357 Epoch 4/8... Discriminator Loss: 1.3848... Generator Loss: 0.7931 Epoch 4/8... Discriminator Loss: 1.3545... Generator Loss: 0.7524 Epoch 4/8... Discriminator Loss: 1.4142... Generator Loss: 0.6247 Epoch 4/8... Discriminator Loss: 1.3920... Generator Loss: 0.8786 Epoch 4/8... Discriminator Loss: 1.3923... Generator Loss: 0.7203 Epoch 4/8... Discriminator Loss: 1.3614... Generator Loss: 0.8318
Epoch 4/8... Discriminator Loss: 1.3671... Generator Loss: 0.7328 Epoch 4/8... Discriminator Loss: 1.4101... Generator Loss: 0.7904 Epoch 4/8... Discriminator Loss: 1.3686... Generator Loss: 0.7618 Epoch 4/8... Discriminator Loss: 1.3961... Generator Loss: 0.7523 Epoch 4/8... Discriminator Loss: 1.3890... Generator Loss: 0.6882 Epoch 4/8... Discriminator Loss: 1.4102... Generator Loss: 0.8016 Epoch 4/8... Discriminator Loss: 1.4086... Generator Loss: 0.7526 Epoch 4/8... Discriminator Loss: 1.4059... Generator Loss: 0.7622 Epoch 4/8... Discriminator Loss: 1.4213... Generator Loss: 0.6374 Epoch 4/8... Discriminator Loss: 1.4084... Generator Loss: 0.8169 Epoch 4/8... Discriminator Loss: 1.4286... Generator Loss: 0.7089 Epoch 4/8... Discriminator Loss: 1.3926... Generator Loss: 0.7580 Epoch 5/8... Discriminator Loss: 1.4007... Generator Loss: 0.7491 Epoch 5/8... Discriminator Loss: 1.3686... Generator Loss: 0.7523 Epoch 5/8... Discriminator Loss: 1.3681... Generator Loss: 0.8475 Epoch 5/8... Discriminator Loss: 1.3979... Generator Loss: 0.6278 Epoch 5/8... Discriminator Loss: 1.3858... Generator Loss: 0.7427 Epoch 5/8... Discriminator Loss: 1.3541... Generator Loss: 0.7784 Epoch 5/8... Discriminator Loss: 1.3775... Generator Loss: 0.7620 Epoch 5/8... Discriminator Loss: 1.4165... Generator Loss: 0.7122
Epoch 5/8... Discriminator Loss: 1.3786... Generator Loss: 0.7625 Epoch 5/8... Discriminator Loss: 1.3869... Generator Loss: 0.7834 Epoch 5/8... Discriminator Loss: 1.3645... Generator Loss: 0.7477 Epoch 5/8... Discriminator Loss: 1.3859... Generator Loss: 0.7513 Epoch 5/8... Discriminator Loss: 1.4164... Generator Loss: 0.6962 Epoch 5/8... Discriminator Loss: 1.3581... Generator Loss: 0.8337 Epoch 5/8... Discriminator Loss: 1.3457... Generator Loss: 0.7400 Epoch 5/8... Discriminator Loss: 1.3855... Generator Loss: 0.7876 Epoch 5/8... Discriminator Loss: 1.3748... Generator Loss: 0.7694 Epoch 5/8... Discriminator Loss: 1.3816... Generator Loss: 0.7106 Epoch 5/8... Discriminator Loss: 1.3940... Generator Loss: 0.7378 Epoch 5/8... Discriminator Loss: 1.3814... Generator Loss: 0.7730 Epoch 5/8... Discriminator Loss: 1.3957... Generator Loss: 0.7475 Epoch 5/8... Discriminator Loss: 1.3753... Generator Loss: 0.7065 Epoch 5/8... Discriminator Loss: 1.3909... Generator Loss: 0.6915 Epoch 5/8... Discriminator Loss: 1.3982... Generator Loss: 0.8098 Epoch 5/8... Discriminator Loss: 1.3973... Generator Loss: 0.6745 Epoch 5/8... Discriminator Loss: 1.3816... Generator Loss: 0.7515 Epoch 5/8... Discriminator Loss: 1.3683... Generator Loss: 0.7288 Epoch 5/8... Discriminator Loss: 1.4113... Generator Loss: 0.6900
Epoch 5/8... Discriminator Loss: 1.4178... Generator Loss: 0.7094 Epoch 5/8... Discriminator Loss: 1.3943... Generator Loss: 0.6881 Epoch 5/8... Discriminator Loss: 1.3743... Generator Loss: 0.8870 Epoch 5/8... Discriminator Loss: 1.3915... Generator Loss: 0.6930 Epoch 5/8... Discriminator Loss: 1.3973... Generator Loss: 0.7220 Epoch 5/8... Discriminator Loss: 1.4194... Generator Loss: 0.7872 Epoch 5/8... Discriminator Loss: 1.3837... Generator Loss: 0.8062 Epoch 5/8... Discriminator Loss: 1.3655... Generator Loss: 0.8024 Epoch 5/8... Discriminator Loss: 1.3633... Generator Loss: 0.8163 Epoch 5/8... Discriminator Loss: 1.3563... Generator Loss: 0.7535 Epoch 5/8... Discriminator Loss: 1.4019... Generator Loss: 0.7670 Epoch 5/8... Discriminator Loss: 1.4017... Generator Loss: 0.7891 Epoch 5/8... Discriminator Loss: 1.4006... Generator Loss: 0.6957 Epoch 5/8... Discriminator Loss: 1.3840... Generator Loss: 0.7800 Epoch 5/8... Discriminator Loss: 1.3985... Generator Loss: 0.6976 Epoch 5/8... Discriminator Loss: 1.3729... Generator Loss: 0.7837 Epoch 5/8... Discriminator Loss: 1.3990... Generator Loss: 0.7649 Epoch 5/8... Discriminator Loss: 1.3880... Generator Loss: 0.6741 Epoch 5/8... Discriminator Loss: 1.4138... Generator Loss: 0.8335 Epoch 5/8... Discriminator Loss: 1.4122... Generator Loss: 0.7027
Epoch 5/8... Discriminator Loss: 1.3746... Generator Loss: 0.7609 Epoch 5/8... Discriminator Loss: 1.4022... Generator Loss: 0.6799 Epoch 5/8... Discriminator Loss: 1.3998... Generator Loss: 0.9198 Epoch 5/8... Discriminator Loss: 1.3979... Generator Loss: 0.6946 Epoch 5/8... Discriminator Loss: 1.4132... Generator Loss: 0.7514 Epoch 5/8... Discriminator Loss: 1.3792... Generator Loss: 0.7159 Epoch 5/8... Discriminator Loss: 1.3450... Generator Loss: 0.7912 Epoch 5/8... Discriminator Loss: 1.4024... Generator Loss: 0.7299 Epoch 5/8... Discriminator Loss: 1.3845... Generator Loss: 0.7378 Epoch 5/8... Discriminator Loss: 1.3925... Generator Loss: 0.8037 Epoch 5/8... Discriminator Loss: 1.3856... Generator Loss: 0.7525 Epoch 5/8... Discriminator Loss: 1.3680... Generator Loss: 0.7117 Epoch 5/8... Discriminator Loss: 1.3746... Generator Loss: 0.6893 Epoch 5/8... Discriminator Loss: 1.3989... Generator Loss: 0.7775 Epoch 5/8... Discriminator Loss: 1.3969... Generator Loss: 0.6831 Epoch 5/8... Discriminator Loss: 1.3542... Generator Loss: 0.8161 Epoch 5/8... Discriminator Loss: 1.3712... Generator Loss: 0.8086 Epoch 5/8... Discriminator Loss: 1.3876... Generator Loss: 0.7173 Epoch 5/8... Discriminator Loss: 1.3975... Generator Loss: 0.8024 Epoch 5/8... Discriminator Loss: 1.3984... Generator Loss: 0.6937
Epoch 5/8... Discriminator Loss: 1.4070... Generator Loss: 0.7845 Epoch 5/8... Discriminator Loss: 1.3652... Generator Loss: 0.7604 Epoch 5/8... Discriminator Loss: 1.3817... Generator Loss: 0.7831 Epoch 5/8... Discriminator Loss: 1.3767... Generator Loss: 0.7072 Epoch 5/8... Discriminator Loss: 1.3738... Generator Loss: 0.8234 Epoch 5/8... Discriminator Loss: 1.4091... Generator Loss: 0.7547 Epoch 5/8... Discriminator Loss: 1.3687... Generator Loss: 0.7445 Epoch 5/8... Discriminator Loss: 1.3790... Generator Loss: 0.7919 Epoch 5/8... Discriminator Loss: 1.4354... Generator Loss: 0.6589 Epoch 5/8... Discriminator Loss: 1.3652... Generator Loss: 0.7889 Epoch 5/8... Discriminator Loss: 1.3654... Generator Loss: 0.7260 Epoch 5/8... Discriminator Loss: 1.3602... Generator Loss: 0.8370 Epoch 5/8... Discriminator Loss: 1.3942... Generator Loss: 0.7664 Epoch 5/8... Discriminator Loss: 1.4328... Generator Loss: 0.6997 Epoch 5/8... Discriminator Loss: 1.3748... Generator Loss: 0.8048 Epoch 5/8... Discriminator Loss: 1.3669... Generator Loss: 0.7424 Epoch 5/8... Discriminator Loss: 1.3827... Generator Loss: 0.7915 Epoch 5/8... Discriminator Loss: 1.3763... Generator Loss: 0.7346 Epoch 5/8... Discriminator Loss: 1.4068... Generator Loss: 0.7755 Epoch 5/8... Discriminator Loss: 1.3649... Generator Loss: 0.8023
Epoch 5/8... Discriminator Loss: 1.4063... Generator Loss: 0.8012 Epoch 5/8... Discriminator Loss: 1.4002... Generator Loss: 0.7036 Epoch 5/8... Discriminator Loss: 1.3827... Generator Loss: 0.7810 Epoch 5/8... Discriminator Loss: 1.3837... Generator Loss: 0.6828 Epoch 5/8... Discriminator Loss: 1.3942... Generator Loss: 0.7326 Epoch 5/8... Discriminator Loss: 1.3941... Generator Loss: 0.7776 Epoch 5/8... Discriminator Loss: 1.4160... Generator Loss: 0.7545 Epoch 5/8... Discriminator Loss: 1.4168... Generator Loss: 0.6455 Epoch 5/8... Discriminator Loss: 1.3799... Generator Loss: 0.8669 Epoch 5/8... Discriminator Loss: 1.3635... Generator Loss: 0.7911 Epoch 5/8... Discriminator Loss: 1.3644... Generator Loss: 0.8151 Epoch 5/8... Discriminator Loss: 1.3759... Generator Loss: 0.7473 Epoch 5/8... Discriminator Loss: 1.3863... Generator Loss: 0.7594 Epoch 5/8... Discriminator Loss: 1.3551... Generator Loss: 0.7900 Epoch 5/8... Discriminator Loss: 1.3984... Generator Loss: 0.6994 Epoch 5/8... Discriminator Loss: 1.3919... Generator Loss: 0.7892 Epoch 5/8... Discriminator Loss: 1.3701... Generator Loss: 0.7585 Epoch 5/8... Discriminator Loss: 1.3868... Generator Loss: 0.7831 Epoch 5/8... Discriminator Loss: 1.3690... Generator Loss: 0.7355 Epoch 5/8... Discriminator Loss: 1.3966... Generator Loss: 0.8642
Epoch 5/8... Discriminator Loss: 1.3806... Generator Loss: 0.7991 Epoch 5/8... Discriminator Loss: 1.3782... Generator Loss: 0.7683 Epoch 5/8... Discriminator Loss: 1.3873... Generator Loss: 0.7484 Epoch 5/8... Discriminator Loss: 1.3874... Generator Loss: 0.7463 Epoch 5/8... Discriminator Loss: 1.3896... Generator Loss: 0.7664 Epoch 5/8... Discriminator Loss: 1.3640... Generator Loss: 0.7435 Epoch 5/8... Discriminator Loss: 1.4280... Generator Loss: 0.8569 Epoch 5/8... Discriminator Loss: 1.4039... Generator Loss: 0.7095 Epoch 5/8... Discriminator Loss: 1.3647... Generator Loss: 0.9126 Epoch 5/8... Discriminator Loss: 1.3708... Generator Loss: 0.7196 Epoch 5/8... Discriminator Loss: 1.3823... Generator Loss: 0.8230 Epoch 5/8... Discriminator Loss: 1.3910... Generator Loss: 0.7473 Epoch 5/8... Discriminator Loss: 1.4131... Generator Loss: 0.8164 Epoch 5/8... Discriminator Loss: 1.4006... Generator Loss: 0.6646 Epoch 5/8... Discriminator Loss: 1.3857... Generator Loss: 0.7736 Epoch 5/8... Discriminator Loss: 1.3552... Generator Loss: 0.7703 Epoch 5/8... Discriminator Loss: 1.4004... Generator Loss: 0.7201 Epoch 5/8... Discriminator Loss: 1.4002... Generator Loss: 0.7508 Epoch 5/8... Discriminator Loss: 1.3828... Generator Loss: 0.7169 Epoch 5/8... Discriminator Loss: 1.3833... Generator Loss: 0.7747
Epoch 5/8... Discriminator Loss: 1.3806... Generator Loss: 0.7290 Epoch 5/8... Discriminator Loss: 1.3676... Generator Loss: 0.8097 Epoch 5/8... Discriminator Loss: 1.4257... Generator Loss: 0.6328 Epoch 5/8... Discriminator Loss: 1.3799... Generator Loss: 0.8274 Epoch 5/8... Discriminator Loss: 1.3703... Generator Loss: 0.7510 Epoch 5/8... Discriminator Loss: 1.3573... Generator Loss: 0.7235 Epoch 5/8... Discriminator Loss: 1.3694... Generator Loss: 0.7360 Epoch 5/8... Discriminator Loss: 1.3835... Generator Loss: 0.7762 Epoch 5/8... Discriminator Loss: 1.3900... Generator Loss: 0.7492 Epoch 5/8... Discriminator Loss: 1.3722... Generator Loss: 0.7953 Epoch 5/8... Discriminator Loss: 1.3652... Generator Loss: 0.8144 Epoch 5/8... Discriminator Loss: 1.3466... Generator Loss: 0.7494 Epoch 5/8... Discriminator Loss: 1.3743... Generator Loss: 0.7533 Epoch 5/8... Discriminator Loss: 1.3633... Generator Loss: 0.8238 Epoch 5/8... Discriminator Loss: 1.4044... Generator Loss: 0.7464 Epoch 5/8... Discriminator Loss: 1.4086... Generator Loss: 0.7230 Epoch 5/8... Discriminator Loss: 1.3754... Generator Loss: 0.7837 Epoch 5/8... Discriminator Loss: 1.3586... Generator Loss: 0.6822 Epoch 5/8... Discriminator Loss: 1.1317... Generator Loss: 0.9189 Epoch 5/8... Discriminator Loss: 1.7523... Generator Loss: 1.4788
Epoch 5/8... Discriminator Loss: 1.3924... Generator Loss: 0.6016 Epoch 5/8... Discriminator Loss: 1.3340... Generator Loss: 0.8366 Epoch 5/8... Discriminator Loss: 1.3098... Generator Loss: 0.8242 Epoch 5/8... Discriminator Loss: 1.3817... Generator Loss: 0.6473 Epoch 5/8... Discriminator Loss: 1.3812... Generator Loss: 0.7453 Epoch 5/8... Discriminator Loss: 1.3758... Generator Loss: 0.6979 Epoch 5/8... Discriminator Loss: 1.3775... Generator Loss: 0.7460 Epoch 5/8... Discriminator Loss: 1.3660... Generator Loss: 0.7536 Epoch 5/8... Discriminator Loss: 1.3618... Generator Loss: 0.7158 Epoch 5/8... Discriminator Loss: 1.3709... Generator Loss: 0.8108 Epoch 5/8... Discriminator Loss: 1.3889... Generator Loss: 0.6829 Epoch 5/8... Discriminator Loss: 1.3937... Generator Loss: 0.6788 Epoch 5/8... Discriminator Loss: 1.3746... Generator Loss: 0.7483 Epoch 5/8... Discriminator Loss: 1.3932... Generator Loss: 0.7051 Epoch 5/8... Discriminator Loss: 1.3578... Generator Loss: 0.7586 Epoch 5/8... Discriminator Loss: 1.3807... Generator Loss: 0.8083 Epoch 5/8... Discriminator Loss: 1.4093... Generator Loss: 0.7686 Epoch 5/8... Discriminator Loss: 1.4168... Generator Loss: 0.6844 Epoch 5/8... Discriminator Loss: 1.3833... Generator Loss: 0.7462 Epoch 5/8... Discriminator Loss: 1.4154... Generator Loss: 0.7722
Epoch 5/8... Discriminator Loss: 1.3863... Generator Loss: 0.7882 Epoch 5/8... Discriminator Loss: 1.3622... Generator Loss: 0.7690 Epoch 5/8... Discriminator Loss: 1.3707... Generator Loss: 0.8175 Epoch 5/8... Discriminator Loss: 1.3996... Generator Loss: 0.7978 Epoch 5/8... Discriminator Loss: 1.3664... Generator Loss: 0.6879 Epoch 5/8... Discriminator Loss: 1.3840... Generator Loss: 0.7339 Epoch 5/8... Discriminator Loss: 1.3704... Generator Loss: 0.7696 Epoch 5/8... Discriminator Loss: 1.4082... Generator Loss: 0.7398 Epoch 5/8... Discriminator Loss: 1.3902... Generator Loss: 0.7735 Epoch 5/8... Discriminator Loss: 1.4097... Generator Loss: 0.7773 Epoch 5/8... Discriminator Loss: 1.3757... Generator Loss: 0.7897 Epoch 5/8... Discriminator Loss: 1.3790... Generator Loss: 0.7449 Epoch 5/8... Discriminator Loss: 1.3782... Generator Loss: 0.7344 Epoch 5/8... Discriminator Loss: 1.4136... Generator Loss: 0.7245 Epoch 5/8... Discriminator Loss: 1.3672... Generator Loss: 0.7909 Epoch 5/8... Discriminator Loss: 1.3556... Generator Loss: 0.7360 Epoch 5/8... Discriminator Loss: 1.3971... Generator Loss: 0.7508 Epoch 5/8... Discriminator Loss: 1.3648... Generator Loss: 0.7898 Epoch 5/8... Discriminator Loss: 1.3630... Generator Loss: 0.7829 Epoch 5/8... Discriminator Loss: 1.4010... Generator Loss: 0.7251
Epoch 5/8... Discriminator Loss: 1.3775... Generator Loss: 0.7620 Epoch 5/8... Discriminator Loss: 1.4066... Generator Loss: 0.8292 Epoch 5/8... Discriminator Loss: 1.4021... Generator Loss: 0.6867 Epoch 5/8... Discriminator Loss: 1.4011... Generator Loss: 0.7737 Epoch 5/8... Discriminator Loss: 1.3566... Generator Loss: 0.7302 Epoch 5/8... Discriminator Loss: 1.3855... Generator Loss: 0.7401 Epoch 5/8... Discriminator Loss: 1.3632... Generator Loss: 0.7661 Epoch 5/8... Discriminator Loss: 1.3652... Generator Loss: 0.7726 Epoch 5/8... Discriminator Loss: 1.4228... Generator Loss: 0.7393 Epoch 5/8... Discriminator Loss: 1.4358... Generator Loss: 0.7065 Epoch 5/8... Discriminator Loss: 1.3678... Generator Loss: 0.7459 Epoch 5/8... Discriminator Loss: 1.3720... Generator Loss: 0.7672 Epoch 5/8... Discriminator Loss: 1.3599... Generator Loss: 0.7496 Epoch 5/8... Discriminator Loss: 1.3849... Generator Loss: 0.7665 Epoch 5/8... Discriminator Loss: 1.3731... Generator Loss: 0.7449 Epoch 5/8... Discriminator Loss: 1.4027... Generator Loss: 0.7311 Epoch 5/8... Discriminator Loss: 1.3936... Generator Loss: 0.7229 Epoch 5/8... Discriminator Loss: 1.3707... Generator Loss: 0.7561 Epoch 5/8... Discriminator Loss: 1.3934... Generator Loss: 0.7190 Epoch 5/8... Discriminator Loss: 1.3730... Generator Loss: 0.7672
Epoch 5/8... Discriminator Loss: 1.3918... Generator Loss: 0.7453 Epoch 5/8... Discriminator Loss: 1.3864... Generator Loss: 0.7827 Epoch 5/8... Discriminator Loss: 1.3470... Generator Loss: 0.7650 Epoch 5/8... Discriminator Loss: 1.3781... Generator Loss: 0.7864 Epoch 5/8... Discriminator Loss: 1.4204... Generator Loss: 0.7053 Epoch 5/8... Discriminator Loss: 1.3758... Generator Loss: 0.7741 Epoch 5/8... Discriminator Loss: 1.3598... Generator Loss: 0.7613 Epoch 5/8... Discriminator Loss: 1.3663... Generator Loss: 0.7787 Epoch 5/8... Discriminator Loss: 1.3842... Generator Loss: 0.7532 Epoch 5/8... Discriminator Loss: 1.3988... Generator Loss: 0.7164 Epoch 5/8... Discriminator Loss: 1.4032... Generator Loss: 0.7433 Epoch 5/8... Discriminator Loss: 1.3688... Generator Loss: 0.7185 Epoch 5/8... Discriminator Loss: 1.3595... Generator Loss: 0.7840 Epoch 5/8... Discriminator Loss: 1.3887... Generator Loss: 0.6817 Epoch 5/8... Discriminator Loss: 1.3751... Generator Loss: 0.7766 Epoch 5/8... Discriminator Loss: 1.3928... Generator Loss: 0.7578 Epoch 5/8... Discriminator Loss: 1.4085... Generator Loss: 0.7832 Epoch 5/8... Discriminator Loss: 1.3852... Generator Loss: 0.6695 Epoch 5/8... Discriminator Loss: 1.4169... Generator Loss: 0.8999 Epoch 5/8... Discriminator Loss: 1.3926... Generator Loss: 0.7065
Epoch 5/8... Discriminator Loss: 1.3756... Generator Loss: 0.7653 Epoch 5/8... Discriminator Loss: 1.4013... Generator Loss: 0.7388 Epoch 5/8... Discriminator Loss: 1.3720... Generator Loss: 0.7869 Epoch 5/8... Discriminator Loss: 1.3834... Generator Loss: 0.6876 Epoch 5/8... Discriminator Loss: 1.3795... Generator Loss: 0.8199 Epoch 5/8... Discriminator Loss: 1.3977... Generator Loss: 0.7405 Epoch 5/8... Discriminator Loss: 1.3793... Generator Loss: 0.7625 Epoch 5/8... Discriminator Loss: 1.3663... Generator Loss: 0.7983 Epoch 5/8... Discriminator Loss: 1.3860... Generator Loss: 0.7490 Epoch 5/8... Discriminator Loss: 1.3863... Generator Loss: 0.7062 Epoch 5/8... Discriminator Loss: 1.3985... Generator Loss: 0.8284 Epoch 5/8... Discriminator Loss: 1.3800... Generator Loss: 0.7970 Epoch 5/8... Discriminator Loss: 1.4155... Generator Loss: 0.6744 Epoch 5/8... Discriminator Loss: 1.3702... Generator Loss: 0.8810 Epoch 5/8... Discriminator Loss: 1.3758... Generator Loss: 0.7835 Epoch 5/8... Discriminator Loss: 1.3991... Generator Loss: 0.7422 Epoch 5/8... Discriminator Loss: 1.3704... Generator Loss: 0.8822 Epoch 5/8... Discriminator Loss: 1.3653... Generator Loss: 0.7669 Epoch 5/8... Discriminator Loss: 1.3915... Generator Loss: 0.7759 Epoch 5/8... Discriminator Loss: 1.3949... Generator Loss: 0.7411
Epoch 5/8... Discriminator Loss: 1.3861... Generator Loss: 0.7322 Epoch 5/8... Discriminator Loss: 1.3840... Generator Loss: 0.7852 Epoch 5/8... Discriminator Loss: 1.3795... Generator Loss: 0.7393 Epoch 5/8... Discriminator Loss: 1.3954... Generator Loss: 0.7263 Epoch 5/8... Discriminator Loss: 1.3726... Generator Loss: 0.7772 Epoch 5/8... Discriminator Loss: 1.3994... Generator Loss: 0.7356 Epoch 5/8... Discriminator Loss: 1.4010... Generator Loss: 0.7938 Epoch 5/8... Discriminator Loss: 1.3821... Generator Loss: 0.7882 Epoch 5/8... Discriminator Loss: 1.3688... Generator Loss: 0.7696 Epoch 5/8... Discriminator Loss: 1.3764... Generator Loss: 0.7608 Epoch 5/8... Discriminator Loss: 1.3709... Generator Loss: 0.8148 Epoch 5/8... Discriminator Loss: 1.3494... Generator Loss: 0.7167 Epoch 5/8... Discriminator Loss: 1.4014... Generator Loss: 0.8809 Epoch 5/8... Discriminator Loss: 1.3943... Generator Loss: 0.7246 Epoch 5/8... Discriminator Loss: 1.3902... Generator Loss: 0.7934 Epoch 5/8... Discriminator Loss: 1.3537... Generator Loss: 0.8058 Epoch 5/8... Discriminator Loss: 1.4022... Generator Loss: 0.7168 Epoch 5/8... Discriminator Loss: 1.3699... Generator Loss: 0.7823 Epoch 5/8... Discriminator Loss: 1.3634... Generator Loss: 0.7468 Epoch 5/8... Discriminator Loss: 1.3920... Generator Loss: 0.7553
Epoch 5/8... Discriminator Loss: 1.3916... Generator Loss: 0.8226 Epoch 5/8... Discriminator Loss: 1.3772... Generator Loss: 0.7454 Epoch 5/8... Discriminator Loss: 1.3817... Generator Loss: 0.8259 Epoch 5/8... Discriminator Loss: 1.4018... Generator Loss: 0.8298 Epoch 5/8... Discriminator Loss: 1.3865... Generator Loss: 0.7629 Epoch 5/8... Discriminator Loss: 1.3825... Generator Loss: 0.7817 Epoch 5/8... Discriminator Loss: 1.3774... Generator Loss: 0.7425 Epoch 5/8... Discriminator Loss: 1.3636... Generator Loss: 0.7716 Epoch 5/8... Discriminator Loss: 1.3538... Generator Loss: 0.8099 Epoch 5/8... Discriminator Loss: 1.3843... Generator Loss: 0.7793 Epoch 5/8... Discriminator Loss: 1.4152... Generator Loss: 0.6860 Epoch 5/8... Discriminator Loss: 1.3903... Generator Loss: 0.8131 Epoch 5/8... Discriminator Loss: 1.3718... Generator Loss: 0.7590 Epoch 5/8... Discriminator Loss: 1.3534... Generator Loss: 0.7461 Epoch 5/8... Discriminator Loss: 1.4031... Generator Loss: 0.7390 Epoch 5/8... Discriminator Loss: 1.4084... Generator Loss: 0.7069 Epoch 5/8... Discriminator Loss: 1.4048... Generator Loss: 0.7861 Epoch 5/8... Discriminator Loss: 1.3901... Generator Loss: 0.7833 Epoch 5/8... Discriminator Loss: 1.3853... Generator Loss: 0.7441 Epoch 5/8... Discriminator Loss: 1.3810... Generator Loss: 0.8125
Epoch 5/8... Discriminator Loss: 1.3990... Generator Loss: 0.7521 Epoch 5/8... Discriminator Loss: 1.3735... Generator Loss: 0.7850 Epoch 5/8... Discriminator Loss: 1.4009... Generator Loss: 0.7228 Epoch 5/8... Discriminator Loss: 1.4230... Generator Loss: 0.7686 Epoch 5/8... Discriminator Loss: 1.3985... Generator Loss: 0.7647 Epoch 5/8... Discriminator Loss: 1.3695... Generator Loss: 0.7419 Epoch 5/8... Discriminator Loss: 1.3815... Generator Loss: 0.7742 Epoch 5/8... Discriminator Loss: 1.3624... Generator Loss: 0.7871 Epoch 5/8... Discriminator Loss: 1.3837... Generator Loss: 0.8059 Epoch 5/8... Discriminator Loss: 1.3883... Generator Loss: 0.6663 Epoch 5/8... Discriminator Loss: 1.3657... Generator Loss: 0.8454 Epoch 5/8... Discriminator Loss: 1.3764... Generator Loss: 0.7155 Epoch 5/8... Discriminator Loss: 1.3708... Generator Loss: 0.7572 Epoch 5/8... Discriminator Loss: 1.3876... Generator Loss: 0.8463 Epoch 5/8... Discriminator Loss: 1.4155... Generator Loss: 0.6867 Epoch 5/8... Discriminator Loss: 1.3824... Generator Loss: 0.8166 Epoch 5/8... Discriminator Loss: 1.3900... Generator Loss: 0.6974 Epoch 5/8... Discriminator Loss: 1.3620... Generator Loss: 0.8096 Epoch 5/8... Discriminator Loss: 1.3744... Generator Loss: 0.7269 Epoch 5/8... Discriminator Loss: 1.3762... Generator Loss: 0.7781
Epoch 5/8... Discriminator Loss: 1.3914... Generator Loss: 0.7445 Epoch 5/8... Discriminator Loss: 1.3976... Generator Loss: 0.7063 Epoch 5/8... Discriminator Loss: 1.4137... Generator Loss: 0.7105 Epoch 5/8... Discriminator Loss: 1.3695... Generator Loss: 0.8042 Epoch 5/8... Discriminator Loss: 1.3675... Generator Loss: 0.7620 Epoch 5/8... Discriminator Loss: 1.3963... Generator Loss: 0.7081 Epoch 5/8... Discriminator Loss: 1.3853... Generator Loss: 0.7723 Epoch 5/8... Discriminator Loss: 1.3601... Generator Loss: 0.7610 Epoch 5/8... Discriminator Loss: 1.3716... Generator Loss: 0.8369 Epoch 5/8... Discriminator Loss: 1.4017... Generator Loss: 0.5846 Epoch 5/8... Discriminator Loss: 1.3866... Generator Loss: 0.8659 Epoch 5/8... Discriminator Loss: 1.4231... Generator Loss: 0.6345 Epoch 5/8... Discriminator Loss: 1.3724... Generator Loss: 0.8003 Epoch 5/8... Discriminator Loss: 1.3879... Generator Loss: 0.7090 Epoch 5/8... Discriminator Loss: 1.3897... Generator Loss: 0.7129 Epoch 5/8... Discriminator Loss: 1.3877... Generator Loss: 0.7268 Epoch 5/8... Discriminator Loss: 1.3856... Generator Loss: 0.8102 Epoch 5/8... Discriminator Loss: 1.3872... Generator Loss: 0.7130 Epoch 5/8... Discriminator Loss: 1.3869... Generator Loss: 0.7791 Epoch 5/8... Discriminator Loss: 1.3842... Generator Loss: 0.7874
Epoch 5/8... Discriminator Loss: 1.4127... Generator Loss: 0.7091 Epoch 5/8... Discriminator Loss: 1.3863... Generator Loss: 0.7513 Epoch 5/8... Discriminator Loss: 1.4029... Generator Loss: 0.7980 Epoch 5/8... Discriminator Loss: 1.4076... Generator Loss: 0.7704 Epoch 5/8... Discriminator Loss: 1.3999... Generator Loss: 0.7690 Epoch 5/8... Discriminator Loss: 1.3850... Generator Loss: 0.7625 Epoch 5/8... Discriminator Loss: 1.3530... Generator Loss: 0.7719 Epoch 5/8... Discriminator Loss: 1.3737... Generator Loss: 0.7211 Epoch 5/8... Discriminator Loss: 1.3968... Generator Loss: 0.7842 Epoch 5/8... Discriminator Loss: 1.3968... Generator Loss: 0.7414 Epoch 5/8... Discriminator Loss: 1.3777... Generator Loss: 0.7906 Epoch 5/8... Discriminator Loss: 1.3869... Generator Loss: 0.7594 Epoch 5/8... Discriminator Loss: 1.3759... Generator Loss: 0.8614 Epoch 5/8... Discriminator Loss: 1.3804... Generator Loss: 0.7996 Epoch 5/8... Discriminator Loss: 1.4097... Generator Loss: 0.7579 Epoch 5/8... Discriminator Loss: 1.3501... Generator Loss: 0.7888 Epoch 5/8... Discriminator Loss: 1.3858... Generator Loss: 0.6718 Epoch 5/8... Discriminator Loss: 1.3813... Generator Loss: 0.7827 Epoch 5/8... Discriminator Loss: 1.3566... Generator Loss: 0.7959 Epoch 5/8... Discriminator Loss: 1.3775... Generator Loss: 0.7836
Epoch 5/8... Discriminator Loss: 1.3673... Generator Loss: 0.7496 Epoch 5/8... Discriminator Loss: 1.3659... Generator Loss: 0.7263 Epoch 5/8... Discriminator Loss: 1.3748... Generator Loss: 0.8209 Epoch 5/8... Discriminator Loss: 1.3721... Generator Loss: 0.7875 Epoch 5/8... Discriminator Loss: 1.3652... Generator Loss: 0.7523 Epoch 5/8... Discriminator Loss: 1.3657... Generator Loss: 0.7622 Epoch 5/8... Discriminator Loss: 1.3938... Generator Loss: 0.7353 Epoch 5/8... Discriminator Loss: 1.3778... Generator Loss: 0.7997 Epoch 5/8... Discriminator Loss: 1.3746... Generator Loss: 0.7638 Epoch 5/8... Discriminator Loss: 1.3893... Generator Loss: 0.8226 Epoch 5/8... Discriminator Loss: 1.3850... Generator Loss: 0.7296 Epoch 5/8... Discriminator Loss: 1.3917... Generator Loss: 0.8117 Epoch 5/8... Discriminator Loss: 1.4099... Generator Loss: 0.7574 Epoch 5/8... Discriminator Loss: 1.3968... Generator Loss: 0.7422 Epoch 5/8... Discriminator Loss: 1.3518... Generator Loss: 0.7794 Epoch 5/8... Discriminator Loss: 1.3784... Generator Loss: 0.7777 Epoch 5/8... Discriminator Loss: 1.3835... Generator Loss: 0.7064 Epoch 5/8... Discriminator Loss: 1.3986... Generator Loss: 0.7805 Epoch 5/8... Discriminator Loss: 1.3714... Generator Loss: 0.7127 Epoch 5/8... Discriminator Loss: 1.3715... Generator Loss: 0.8279
Epoch 5/8... Discriminator Loss: 1.3828... Generator Loss: 0.7139 Epoch 5/8... Discriminator Loss: 1.4045... Generator Loss: 0.7461 Epoch 5/8... Discriminator Loss: 1.3791... Generator Loss: 0.7559 Epoch 5/8... Discriminator Loss: 1.3671... Generator Loss: 0.7462 Epoch 5/8... Discriminator Loss: 1.3843... Generator Loss: 0.7699 Epoch 5/8... Discriminator Loss: 1.3833... Generator Loss: 0.7980 Epoch 5/8... Discriminator Loss: 1.3858... Generator Loss: 0.7219 Epoch 5/8... Discriminator Loss: 1.3812... Generator Loss: 0.7869 Epoch 5/8... Discriminator Loss: 1.3719... Generator Loss: 0.7829 Epoch 5/8... Discriminator Loss: 1.3917... Generator Loss: 0.8238 Epoch 5/8... Discriminator Loss: 1.3558... Generator Loss: 0.7222 Epoch 5/8... Discriminator Loss: 1.3563... Generator Loss: 0.8067 Epoch 5/8... Discriminator Loss: 1.3905... Generator Loss: 0.7228 Epoch 5/8... Discriminator Loss: 1.3952... Generator Loss: 0.7775 Epoch 5/8... Discriminator Loss: 1.3784... Generator Loss: 0.7444 Epoch 5/8... Discriminator Loss: 1.3763... Generator Loss: 0.8119 Epoch 5/8... Discriminator Loss: 1.3660... Generator Loss: 0.7302 Epoch 5/8... Discriminator Loss: 1.3857... Generator Loss: 0.7895 Epoch 5/8... Discriminator Loss: 1.3950... Generator Loss: 0.7242 Epoch 5/8... Discriminator Loss: 1.4444... Generator Loss: 0.6553
Epoch 5/8... Discriminator Loss: 1.3958... Generator Loss: 0.9308 Epoch 5/8... Discriminator Loss: 1.3772... Generator Loss: 0.7246 Epoch 5/8... Discriminator Loss: 1.3629... Generator Loss: 0.7854 Epoch 5/8... Discriminator Loss: 1.3850... Generator Loss: 0.7370 Epoch 5/8... Discriminator Loss: 1.3743... Generator Loss: 0.8030 Epoch 5/8... Discriminator Loss: 1.4267... Generator Loss: 0.6913 Epoch 5/8... Discriminator Loss: 1.3772... Generator Loss: 0.8242 Epoch 5/8... Discriminator Loss: 1.3687... Generator Loss: 0.7780 Epoch 5/8... Discriminator Loss: 1.3872... Generator Loss: 0.7523 Epoch 5/8... Discriminator Loss: 1.3609... Generator Loss: 0.7876 Epoch 5/8... Discriminator Loss: 1.3883... Generator Loss: 0.6944 Epoch 5/8... Discriminator Loss: 1.3803... Generator Loss: 0.7760 Epoch 5/8... Discriminator Loss: 1.3965... Generator Loss: 0.7699 Epoch 5/8... Discriminator Loss: 1.3673... Generator Loss: 0.7880 Epoch 5/8... Discriminator Loss: 1.3999... Generator Loss: 0.6606 Epoch 5/8... Discriminator Loss: 1.3533... Generator Loss: 0.7939 Epoch 5/8... Discriminator Loss: 1.4014... Generator Loss: 0.6479 Epoch 5/8... Discriminator Loss: 1.3688... Generator Loss: 0.7830 Epoch 5/8... Discriminator Loss: 1.3822... Generator Loss: 0.7836 Epoch 5/8... Discriminator Loss: 1.4025... Generator Loss: 0.7086
Epoch 5/8... Discriminator Loss: 1.4104... Generator Loss: 0.6901 Epoch 5/8... Discriminator Loss: 1.3635... Generator Loss: 0.7854 Epoch 5/8... Discriminator Loss: 1.3583... Generator Loss: 0.8036 Epoch 5/8... Discriminator Loss: 1.4145... Generator Loss: 0.8954 Epoch 5/8... Discriminator Loss: 1.3770... Generator Loss: 0.7360 Epoch 5/8... Discriminator Loss: 1.3985... Generator Loss: 0.7823 Epoch 5/8... Discriminator Loss: 1.3778... Generator Loss: 0.7977 Epoch 5/8... Discriminator Loss: 1.3774... Generator Loss: 0.7485 Epoch 5/8... Discriminator Loss: 1.3754... Generator Loss: 0.7560 Epoch 5/8... Discriminator Loss: 1.3983... Generator Loss: 0.6910 Epoch 5/8... Discriminator Loss: 1.4213... Generator Loss: 0.7075 Epoch 5/8... Discriminator Loss: 1.3916... Generator Loss: 0.7386 Epoch 5/8... Discriminator Loss: 1.3666... Generator Loss: 0.7952 Epoch 5/8... Discriminator Loss: 1.3893... Generator Loss: 0.7540 Epoch 5/8... Discriminator Loss: 1.3885... Generator Loss: 0.8598 Epoch 5/8... Discriminator Loss: 1.3664... Generator Loss: 0.8274 Epoch 5/8... Discriminator Loss: 1.3971... Generator Loss: 0.8505 Epoch 5/8... Discriminator Loss: 1.3729... Generator Loss: 0.7870 Epoch 5/8... Discriminator Loss: 1.4127... Generator Loss: 0.6805 Epoch 5/8... Discriminator Loss: 1.4045... Generator Loss: 0.7848
Epoch 5/8... Discriminator Loss: 1.4015... Generator Loss: 0.8257 Epoch 5/8... Discriminator Loss: 1.3778... Generator Loss: 0.7429 Epoch 5/8... Discriminator Loss: 1.4080... Generator Loss: 0.8498 Epoch 5/8... Discriminator Loss: 1.4020... Generator Loss: 0.6872 Epoch 5/8... Discriminator Loss: 1.3812... Generator Loss: 0.8353 Epoch 5/8... Discriminator Loss: 1.3890... Generator Loss: 0.7419 Epoch 5/8... Discriminator Loss: 1.3915... Generator Loss: 0.7797 Epoch 5/8... Discriminator Loss: 1.3887... Generator Loss: 0.7172 Epoch 5/8... Discriminator Loss: 1.4031... Generator Loss: 0.8973 Epoch 5/8... Discriminator Loss: 1.3931... Generator Loss: 0.6826 Epoch 5/8... Discriminator Loss: 1.3827... Generator Loss: 0.8576 Epoch 5/8... Discriminator Loss: 1.3809... Generator Loss: 0.7309 Epoch 5/8... Discriminator Loss: 1.3824... Generator Loss: 0.8215 Epoch 5/8... Discriminator Loss: 1.4074... Generator Loss: 0.7551 Epoch 5/8... Discriminator Loss: 1.3834... Generator Loss: 0.8341 Epoch 5/8... Discriminator Loss: 1.3799... Generator Loss: 0.7284 Epoch 5/8... Discriminator Loss: 1.3892... Generator Loss: 0.7101 Epoch 5/8... Discriminator Loss: 1.4036... Generator Loss: 0.8335 Epoch 5/8... Discriminator Loss: 1.3968... Generator Loss: 0.7349 Epoch 5/8... Discriminator Loss: 1.4058... Generator Loss: 0.7260
Epoch 5/8... Discriminator Loss: 1.4114... Generator Loss: 0.8332 Epoch 5/8... Discriminator Loss: 1.3922... Generator Loss: 0.7926 Epoch 5/8... Discriminator Loss: 1.3842... Generator Loss: 0.7331 Epoch 5/8... Discriminator Loss: 1.3578... Generator Loss: 0.7604 Epoch 5/8... Discriminator Loss: 1.4008... Generator Loss: 0.8186 Epoch 5/8... Discriminator Loss: 1.4065... Generator Loss: 0.6676 Epoch 5/8... Discriminator Loss: 1.3797... Generator Loss: 0.8377 Epoch 5/8... Discriminator Loss: 1.3940... Generator Loss: 0.6793 Epoch 5/8... Discriminator Loss: 1.3882... Generator Loss: 0.7976 Epoch 5/8... Discriminator Loss: 1.3889... Generator Loss: 0.8087 Epoch 5/8... Discriminator Loss: 1.3607... Generator Loss: 0.7736 Epoch 5/8... Discriminator Loss: 1.3619... Generator Loss: 0.8128 Epoch 5/8... Discriminator Loss: 1.3740... Generator Loss: 0.7688 Epoch 5/8... Discriminator Loss: 1.4001... Generator Loss: 0.8784 Epoch 5/8... Discriminator Loss: 1.3683... Generator Loss: 0.7498 Epoch 5/8... Discriminator Loss: 1.3976... Generator Loss: 0.7679 Epoch 5/8... Discriminator Loss: 1.4114... Generator Loss: 0.7067 Epoch 5/8... Discriminator Loss: 1.3889... Generator Loss: 0.7633 Epoch 5/8... Discriminator Loss: 1.3744... Generator Loss: 0.8041 Epoch 5/8... Discriminator Loss: 1.3713... Generator Loss: 0.7743
Epoch 5/8... Discriminator Loss: 1.3924... Generator Loss: 0.6901 Epoch 5/8... Discriminator Loss: 1.3997... Generator Loss: 0.7961 Epoch 5/8... Discriminator Loss: 1.4070... Generator Loss: 0.7654 Epoch 5/8... Discriminator Loss: 1.3857... Generator Loss: 0.7651 Epoch 5/8... Discriminator Loss: 1.3748... Generator Loss: 0.7281 Epoch 5/8... Discriminator Loss: 1.3899... Generator Loss: 0.7687 Epoch 5/8... Discriminator Loss: 1.3857... Generator Loss: 0.7258 Epoch 5/8... Discriminator Loss: 1.3892... Generator Loss: 0.8298 Epoch 5/8... Discriminator Loss: 1.3738... Generator Loss: 0.7990 Epoch 5/8... Discriminator Loss: 1.3934... Generator Loss: 0.7304 Epoch 5/8... Discriminator Loss: 1.3915... Generator Loss: 0.7403 Epoch 5/8... Discriminator Loss: 1.3892... Generator Loss: 0.7794 Epoch 5/8... Discriminator Loss: 1.4069... Generator Loss: 0.7614 Epoch 5/8... Discriminator Loss: 1.3674... Generator Loss: 0.7889 Epoch 5/8... Discriminator Loss: 1.3819... Generator Loss: 0.7918 Epoch 5/8... Discriminator Loss: 1.4049... Generator Loss: 0.6938 Epoch 5/8... Discriminator Loss: 1.3951... Generator Loss: 0.7844 Epoch 5/8... Discriminator Loss: 1.3690... Generator Loss: 0.7842 Epoch 5/8... Discriminator Loss: 1.4205... Generator Loss: 0.7305 Epoch 5/8... Discriminator Loss: 1.3866... Generator Loss: 0.7514
Epoch 5/8... Discriminator Loss: 1.3964... Generator Loss: 0.6913 Epoch 5/8... Discriminator Loss: 1.3707... Generator Loss: 0.7935 Epoch 5/8... Discriminator Loss: 1.3785... Generator Loss: 0.7474 Epoch 5/8... Discriminator Loss: 1.3938... Generator Loss: 0.7598 Epoch 5/8... Discriminator Loss: 1.3991... Generator Loss: 0.7471 Epoch 5/8... Discriminator Loss: 1.3861... Generator Loss: 0.7271 Epoch 5/8... Discriminator Loss: 1.3884... Generator Loss: 0.7857 Epoch 5/8... Discriminator Loss: 1.3853... Generator Loss: 0.7581 Epoch 5/8... Discriminator Loss: 1.4069... Generator Loss: 0.7233 Epoch 5/8... Discriminator Loss: 1.3554... Generator Loss: 0.8140 Epoch 5/8... Discriminator Loss: 1.4144... Generator Loss: 0.6445 Epoch 5/8... Discriminator Loss: 1.3963... Generator Loss: 0.7734 Epoch 5/8... Discriminator Loss: 1.3801... Generator Loss: 0.8740 Epoch 5/8... Discriminator Loss: 1.3899... Generator Loss: 0.6496 Epoch 5/8... Discriminator Loss: 1.3941... Generator Loss: 0.9234 Epoch 5/8... Discriminator Loss: 1.4014... Generator Loss: 0.7026 Epoch 5/8... Discriminator Loss: 1.3657... Generator Loss: 0.8045 Epoch 5/8... Discriminator Loss: 1.3809... Generator Loss: 0.7572 Epoch 5/8... Discriminator Loss: 1.3966... Generator Loss: 0.7171 Epoch 5/8... Discriminator Loss: 1.3871... Generator Loss: 0.7062
Epoch 5/8... Discriminator Loss: 1.3940... Generator Loss: 0.8049 Epoch 5/8... Discriminator Loss: 1.3926... Generator Loss: 0.7651 Epoch 5/8... Discriminator Loss: 1.3709... Generator Loss: 0.7272 Epoch 5/8... Discriminator Loss: 1.3809... Generator Loss: 0.7939 Epoch 5/8... Discriminator Loss: 1.3980... Generator Loss: 0.7379 Epoch 5/8... Discriminator Loss: 1.3706... Generator Loss: 0.7841 Epoch 5/8... Discriminator Loss: 1.3891... Generator Loss: 0.7853 Epoch 5/8... Discriminator Loss: 1.3863... Generator Loss: 0.7734 Epoch 5/8... Discriminator Loss: 1.3774... Generator Loss: 0.8306 Epoch 5/8... Discriminator Loss: 1.3566... Generator Loss: 0.7626 Epoch 5/8... Discriminator Loss: 1.3955... Generator Loss: 0.7460 Epoch 5/8... Discriminator Loss: 1.3770... Generator Loss: 0.7762 Epoch 5/8... Discriminator Loss: 1.3800... Generator Loss: 0.7712 Epoch 5/8... Discriminator Loss: 1.3921... Generator Loss: 0.6991 Epoch 5/8... Discriminator Loss: 1.3842... Generator Loss: 0.7919 Epoch 5/8... Discriminator Loss: 1.3960... Generator Loss: 0.7144 Epoch 5/8... Discriminator Loss: 1.3856... Generator Loss: 0.8270 Epoch 5/8... Discriminator Loss: 1.3898... Generator Loss: 0.6682 Epoch 5/8... Discriminator Loss: 1.3850... Generator Loss: 0.9511 Epoch 5/8... Discriminator Loss: 1.3890... Generator Loss: 0.7108
Epoch 5/8... Discriminator Loss: 1.3881... Generator Loss: 0.7671 Epoch 5/8... Discriminator Loss: 1.3606... Generator Loss: 0.8523 Epoch 5/8... Discriminator Loss: 1.4122... Generator Loss: 0.6775 Epoch 5/8... Discriminator Loss: 1.4212... Generator Loss: 0.9329 Epoch 5/8... Discriminator Loss: 1.3767... Generator Loss: 0.6884 Epoch 5/8... Discriminator Loss: 1.3688... Generator Loss: 0.7620 Epoch 5/8... Discriminator Loss: 1.4030... Generator Loss: 0.7494 Epoch 5/8... Discriminator Loss: 1.4097... Generator Loss: 0.7197 Epoch 5/8... Discriminator Loss: 1.3954... Generator Loss: 0.7029 Epoch 5/8... Discriminator Loss: 1.3772... Generator Loss: 0.7918 Epoch 5/8... Discriminator Loss: 1.3918... Generator Loss: 0.6962 Epoch 5/8... Discriminator Loss: 1.3953... Generator Loss: 0.7950 Epoch 5/8... Discriminator Loss: 1.3821... Generator Loss: 0.7674 Epoch 5/8... Discriminator Loss: 1.4053... Generator Loss: 0.7381 Epoch 5/8... Discriminator Loss: 1.3761... Generator Loss: 0.7501 Epoch 5/8... Discriminator Loss: 1.3753... Generator Loss: 0.7774 Epoch 5/8... Discriminator Loss: 1.3773... Generator Loss: 0.7251 Epoch 5/8... Discriminator Loss: 1.3884... Generator Loss: 0.7619 Epoch 5/8... Discriminator Loss: 1.3655... Generator Loss: 0.8285 Epoch 5/8... Discriminator Loss: 1.3748... Generator Loss: 0.6932
Epoch 5/8... Discriminator Loss: 1.4025... Generator Loss: 0.8287 Epoch 5/8... Discriminator Loss: 1.4097... Generator Loss: 0.7277 Epoch 5/8... Discriminator Loss: 1.3683... Generator Loss: 0.8148 Epoch 5/8... Discriminator Loss: 1.3781... Generator Loss: 0.7427 Epoch 5/8... Discriminator Loss: 1.3946... Generator Loss: 0.7739 Epoch 5/8... Discriminator Loss: 1.4112... Generator Loss: 0.7469 Epoch 5/8... Discriminator Loss: 1.3920... Generator Loss: 0.7695 Epoch 5/8... Discriminator Loss: 1.3740... Generator Loss: 0.7489 Epoch 5/8... Discriminator Loss: 1.3869... Generator Loss: 0.7700 Epoch 5/8... Discriminator Loss: 1.4227... Generator Loss: 0.8611 Epoch 5/8... Discriminator Loss: 1.3764... Generator Loss: 0.7398 Epoch 5/8... Discriminator Loss: 1.3926... Generator Loss: 0.8057 Epoch 5/8... Discriminator Loss: 1.3767... Generator Loss: 0.7837 Epoch 5/8... Discriminator Loss: 1.4021... Generator Loss: 0.8194 Epoch 5/8... Discriminator Loss: 1.3924... Generator Loss: 0.7176 Epoch 5/8... Discriminator Loss: 1.3939... Generator Loss: 0.8133 Epoch 5/8... Discriminator Loss: 1.3878... Generator Loss: 0.7255 Epoch 5/8... Discriminator Loss: 1.3741... Generator Loss: 0.7448 Epoch 5/8... Discriminator Loss: 1.3801... Generator Loss: 0.7548 Epoch 5/8... Discriminator Loss: 1.3496... Generator Loss: 0.8070
Epoch 5/8... Discriminator Loss: 1.3737... Generator Loss: 0.7012 Epoch 5/8... Discriminator Loss: 1.3806... Generator Loss: 0.8552 Epoch 5/8... Discriminator Loss: 1.3899... Generator Loss: 0.7308 Epoch 5/8... Discriminator Loss: 1.3942... Generator Loss: 0.7512 Epoch 5/8... Discriminator Loss: 1.3991... Generator Loss: 0.8351 Epoch 5/8... Discriminator Loss: 1.3777... Generator Loss: 0.7017 Epoch 5/8... Discriminator Loss: 1.3604... Generator Loss: 0.7942 Epoch 5/8... Discriminator Loss: 1.4031... Generator Loss: 0.7778 Epoch 5/8... Discriminator Loss: 1.4117... Generator Loss: 0.7592 Epoch 5/8... Discriminator Loss: 1.4145... Generator Loss: 0.7089 Epoch 5/8... Discriminator Loss: 1.3713... Generator Loss: 0.7644 Epoch 5/8... Discriminator Loss: 1.3999... Generator Loss: 0.8669 Epoch 5/8... Discriminator Loss: 1.4046... Generator Loss: 0.7198 Epoch 5/8... Discriminator Loss: 1.3800... Generator Loss: 0.8083 Epoch 5/8... Discriminator Loss: 1.3811... Generator Loss: 0.7764 Epoch 5/8... Discriminator Loss: 1.4010... Generator Loss: 0.6965 Epoch 5/8... Discriminator Loss: 1.3741... Generator Loss: 0.7969 Epoch 5/8... Discriminator Loss: 1.3854... Generator Loss: 0.7512 Epoch 5/8... Discriminator Loss: 1.3744... Generator Loss: 0.8399 Epoch 5/8... Discriminator Loss: 1.3759... Generator Loss: 0.7261
Epoch 5/8... Discriminator Loss: 1.3744... Generator Loss: 0.7606 Epoch 5/8... Discriminator Loss: 1.3687... Generator Loss: 0.7978 Epoch 5/8... Discriminator Loss: 1.3953... Generator Loss: 0.7967 Epoch 5/8... Discriminator Loss: 1.3762... Generator Loss: 0.7755 Epoch 5/8... Discriminator Loss: 1.3767... Generator Loss: 0.7247 Epoch 5/8... Discriminator Loss: 1.3880... Generator Loss: 0.8532 Epoch 5/8... Discriminator Loss: 1.3791... Generator Loss: 0.7657 Epoch 5/8... Discriminator Loss: 1.3634... Generator Loss: 0.8598 Epoch 5/8... Discriminator Loss: 1.4281... Generator Loss: 0.6450 Epoch 5/8... Discriminator Loss: 1.4240... Generator Loss: 0.9208 Epoch 5/8... Discriminator Loss: 1.3987... Generator Loss: 0.6382 Epoch 5/8... Discriminator Loss: 1.3655... Generator Loss: 0.9123 Epoch 5/8... Discriminator Loss: 1.4009... Generator Loss: 0.6836 Epoch 5/8... Discriminator Loss: 1.3594... Generator Loss: 0.7861 Epoch 5/8... Discriminator Loss: 1.3819... Generator Loss: 0.6995 Epoch 5/8... Discriminator Loss: 1.3559... Generator Loss: 0.8392 Epoch 5/8... Discriminator Loss: 1.3779... Generator Loss: 0.8367 Epoch 5/8... Discriminator Loss: 1.3984... Generator Loss: 0.7699 Epoch 5/8... Discriminator Loss: 1.3767... Generator Loss: 0.8129 Epoch 5/8... Discriminator Loss: 1.3753... Generator Loss: 0.7232
Epoch 5/8... Discriminator Loss: 1.3855... Generator Loss: 0.7563 Epoch 5/8... Discriminator Loss: 1.4094... Generator Loss: 0.7033 Epoch 5/8... Discriminator Loss: 1.3812... Generator Loss: 0.8163 Epoch 5/8... Discriminator Loss: 1.3879... Generator Loss: 0.7223 Epoch 5/8... Discriminator Loss: 1.3859... Generator Loss: 0.7806 Epoch 5/8... Discriminator Loss: 1.3874... Generator Loss: 0.7471 Epoch 5/8... Discriminator Loss: 1.3689... Generator Loss: 0.8453 Epoch 5/8... Discriminator Loss: 1.3953... Generator Loss: 0.7629 Epoch 5/8... Discriminator Loss: 1.3653... Generator Loss: 0.7905 Epoch 5/8... Discriminator Loss: 1.4200... Generator Loss: 0.7491 Epoch 5/8... Discriminator Loss: 1.3785... Generator Loss: 0.8103 Epoch 5/8... Discriminator Loss: 1.3974... Generator Loss: 0.7300 Epoch 5/8... Discriminator Loss: 1.3711... Generator Loss: 0.7772 Epoch 5/8... Discriminator Loss: 1.3820... Generator Loss: 0.7827 Epoch 5/8... Discriminator Loss: 1.3611... Generator Loss: 0.7848 Epoch 5/8... Discriminator Loss: 1.3961... Generator Loss: 0.8034 Epoch 5/8... Discriminator Loss: 1.3964... Generator Loss: 0.7004 Epoch 5/8... Discriminator Loss: 1.3888... Generator Loss: 0.7932 Epoch 5/8... Discriminator Loss: 1.3806... Generator Loss: 0.7828 Epoch 5/8... Discriminator Loss: 1.3754... Generator Loss: 0.7484
Epoch 5/8... Discriminator Loss: 1.3801... Generator Loss: 0.7752 Epoch 5/8... Discriminator Loss: 1.4007... Generator Loss: 0.7395 Epoch 5/8... Discriminator Loss: 1.3871... Generator Loss: 0.7503 Epoch 5/8... Discriminator Loss: 1.3835... Generator Loss: 0.8108 Epoch 5/8... Discriminator Loss: 1.3911... Generator Loss: 0.7606 Epoch 6/8... Discriminator Loss: 1.3824... Generator Loss: 0.8217 Epoch 6/8... Discriminator Loss: 1.3816... Generator Loss: 0.7453 Epoch 6/8... Discriminator Loss: 1.3853... Generator Loss: 0.8032 Epoch 6/8... Discriminator Loss: 1.3771... Generator Loss: 0.7352 Epoch 6/8... Discriminator Loss: 1.3940... Generator Loss: 0.8321 Epoch 6/8... Discriminator Loss: 1.3795... Generator Loss: 0.7675 Epoch 6/8... Discriminator Loss: 1.3891... Generator Loss: 0.7639 Epoch 6/8... Discriminator Loss: 1.4113... Generator Loss: 0.7330 Epoch 6/8... Discriminator Loss: 1.4046... Generator Loss: 0.7394 Epoch 6/8... Discriminator Loss: 1.3908... Generator Loss: 0.7835 Epoch 6/8... Discriminator Loss: 1.3764... Generator Loss: 0.7513 Epoch 6/8... Discriminator Loss: 1.3856... Generator Loss: 0.8321 Epoch 6/8... Discriminator Loss: 1.4006... Generator Loss: 0.6466 Epoch 6/8... Discriminator Loss: 1.3848... Generator Loss: 0.8327 Epoch 6/8... Discriminator Loss: 1.3662... Generator Loss: 0.7328
Epoch 6/8... Discriminator Loss: 1.3762... Generator Loss: 0.7758 Epoch 6/8... Discriminator Loss: 1.3756... Generator Loss: 0.7613 Epoch 6/8... Discriminator Loss: 1.3858... Generator Loss: 0.7642 Epoch 6/8... Discriminator Loss: 1.3887... Generator Loss: 0.7553 Epoch 6/8... Discriminator Loss: 1.3982... Generator Loss: 0.7014 Epoch 6/8... Discriminator Loss: 1.3912... Generator Loss: 0.8109 Epoch 6/8... Discriminator Loss: 1.3931... Generator Loss: 0.7424 Epoch 6/8... Discriminator Loss: 1.3940... Generator Loss: 0.7965 Epoch 6/8... Discriminator Loss: 1.3660... Generator Loss: 0.8463 Epoch 6/8... Discriminator Loss: 1.3746... Generator Loss: 0.7750 Epoch 6/8... Discriminator Loss: 1.4044... Generator Loss: 0.7054 Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.7801 Epoch 6/8... Discriminator Loss: 1.3685... Generator Loss: 0.7813 Epoch 6/8... Discriminator Loss: 1.4021... Generator Loss: 0.7572 Epoch 6/8... Discriminator Loss: 1.3770... Generator Loss: 0.7142 Epoch 6/8... Discriminator Loss: 1.3661... Generator Loss: 0.7575 Epoch 6/8... Discriminator Loss: 1.3972... Generator Loss: 0.8441 Epoch 6/8... Discriminator Loss: 1.3953... Generator Loss: 0.7156 Epoch 6/8... Discriminator Loss: 1.3979... Generator Loss: 0.7374 Epoch 6/8... Discriminator Loss: 1.3663... Generator Loss: 0.7228
Epoch 6/8... Discriminator Loss: 1.3832... Generator Loss: 0.8088 Epoch 6/8... Discriminator Loss: 1.3786... Generator Loss: 0.7442 Epoch 6/8... Discriminator Loss: 1.3790... Generator Loss: 0.7869 Epoch 6/8... Discriminator Loss: 1.3988... Generator Loss: 0.6774 Epoch 6/8... Discriminator Loss: 1.3765... Generator Loss: 0.8691 Epoch 6/8... Discriminator Loss: 1.3859... Generator Loss: 0.6693 Epoch 6/8... Discriminator Loss: 1.4066... Generator Loss: 0.9090 Epoch 6/8... Discriminator Loss: 1.3883... Generator Loss: 0.6820 Epoch 6/8... Discriminator Loss: 1.3724... Generator Loss: 0.8179 Epoch 6/8... Discriminator Loss: 1.3919... Generator Loss: 0.8341 Epoch 6/8... Discriminator Loss: 1.3765... Generator Loss: 0.7101 Epoch 6/8... Discriminator Loss: 1.3723... Generator Loss: 0.8391 Epoch 6/8... Discriminator Loss: 1.3727... Generator Loss: 0.7451 Epoch 6/8... Discriminator Loss: 1.4083... Generator Loss: 0.7440 Epoch 6/8... Discriminator Loss: 1.3647... Generator Loss: 0.7382 Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.8552 Epoch 6/8... Discriminator Loss: 1.3964... Generator Loss: 0.6822 Epoch 6/8... Discriminator Loss: 1.4267... Generator Loss: 0.8748 Epoch 6/8... Discriminator Loss: 1.3958... Generator Loss: 0.7132 Epoch 6/8... Discriminator Loss: 1.3599... Generator Loss: 0.8252
Epoch 6/8... Discriminator Loss: 1.3949... Generator Loss: 0.7062 Epoch 6/8... Discriminator Loss: 1.3801... Generator Loss: 0.8331 Epoch 6/8... Discriminator Loss: 1.3944... Generator Loss: 0.7162 Epoch 6/8... Discriminator Loss: 1.3862... Generator Loss: 0.7657 Epoch 6/8... Discriminator Loss: 1.3805... Generator Loss: 0.7457 Epoch 6/8... Discriminator Loss: 1.3425... Generator Loss: 0.8605 Epoch 6/8... Discriminator Loss: 1.3886... Generator Loss: 0.7093 Epoch 6/8... Discriminator Loss: 1.3759... Generator Loss: 0.8048 Epoch 6/8... Discriminator Loss: 1.3839... Generator Loss: 0.7501 Epoch 6/8... Discriminator Loss: 1.3701... Generator Loss: 0.7808 Epoch 6/8... Discriminator Loss: 1.3801... Generator Loss: 0.7968 Epoch 6/8... Discriminator Loss: 1.3891... Generator Loss: 0.7168 Epoch 6/8... Discriminator Loss: 1.3753... Generator Loss: 0.8050 Epoch 6/8... Discriminator Loss: 1.3833... Generator Loss: 0.7495 Epoch 6/8... Discriminator Loss: 1.3658... Generator Loss: 0.7461 Epoch 6/8... Discriminator Loss: 1.3869... Generator Loss: 0.8261 Epoch 6/8... Discriminator Loss: 1.3639... Generator Loss: 0.7267 Epoch 6/8... Discriminator Loss: 1.4135... Generator Loss: 0.8861 Epoch 6/8... Discriminator Loss: 1.3877... Generator Loss: 0.7297 Epoch 6/8... Discriminator Loss: 1.3875... Generator Loss: 0.8061
Epoch 6/8... Discriminator Loss: 1.3746... Generator Loss: 0.8028 Epoch 6/8... Discriminator Loss: 1.4034... Generator Loss: 0.7293 Epoch 6/8... Discriminator Loss: 1.3900... Generator Loss: 0.7954 Epoch 6/8... Discriminator Loss: 1.3844... Generator Loss: 0.7396 Epoch 6/8... Discriminator Loss: 1.3587... Generator Loss: 0.7820 Epoch 6/8... Discriminator Loss: 1.4249... Generator Loss: 0.6163 Epoch 6/8... Discriminator Loss: 1.3810... Generator Loss: 0.8410 Epoch 6/8... Discriminator Loss: 1.4037... Generator Loss: 0.7215 Epoch 6/8... Discriminator Loss: 1.3557... Generator Loss: 0.7839 Epoch 6/8... Discriminator Loss: 1.3549... Generator Loss: 0.8838 Epoch 6/8... Discriminator Loss: 1.3848... Generator Loss: 0.7143 Epoch 6/8... Discriminator Loss: 1.3834... Generator Loss: 0.7799 Epoch 6/8... Discriminator Loss: 1.3509... Generator Loss: 0.7879 Epoch 6/8... Discriminator Loss: 1.3941... Generator Loss: 0.7618 Epoch 6/8... Discriminator Loss: 1.3793... Generator Loss: 0.7429 Epoch 6/8... Discriminator Loss: 1.3919... Generator Loss: 0.8310 Epoch 6/8... Discriminator Loss: 1.3449... Generator Loss: 0.7533 Epoch 6/8... Discriminator Loss: 1.3749... Generator Loss: 0.7883 Epoch 6/8... Discriminator Loss: 1.4139... Generator Loss: 0.7461 Epoch 6/8... Discriminator Loss: 1.3977... Generator Loss: 0.7350
Epoch 6/8... Discriminator Loss: 1.3769... Generator Loss: 0.7943 Epoch 6/8... Discriminator Loss: 1.3740... Generator Loss: 0.7604 Epoch 6/8... Discriminator Loss: 1.3811... Generator Loss: 0.7995 Epoch 6/8... Discriminator Loss: 1.3861... Generator Loss: 0.7701 Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.7446 Epoch 6/8... Discriminator Loss: 1.3801... Generator Loss: 0.7853 Epoch 6/8... Discriminator Loss: 1.3840... Generator Loss: 0.7597 Epoch 6/8... Discriminator Loss: 1.4028... Generator Loss: 0.6938 Epoch 6/8... Discriminator Loss: 1.3794... Generator Loss: 0.7977 Epoch 6/8... Discriminator Loss: 1.3654... Generator Loss: 0.7560 Epoch 6/8... Discriminator Loss: 1.3961... Generator Loss: 0.7228 Epoch 6/8... Discriminator Loss: 1.3971... Generator Loss: 0.8146 Epoch 6/8... Discriminator Loss: 1.3999... Generator Loss: 0.7039 Epoch 6/8... Discriminator Loss: 1.3950... Generator Loss: 0.9102 Epoch 6/8... Discriminator Loss: 1.3820... Generator Loss: 0.6935 Epoch 6/8... Discriminator Loss: 1.3856... Generator Loss: 0.8212 Epoch 6/8... Discriminator Loss: 1.3911... Generator Loss: 0.7467 Epoch 6/8... Discriminator Loss: 1.3645... Generator Loss: 0.7531 Epoch 6/8... Discriminator Loss: 1.3937... Generator Loss: 0.7784 Epoch 6/8... Discriminator Loss: 1.3926... Generator Loss: 0.7652
Epoch 6/8... Discriminator Loss: 1.4120... Generator Loss: 0.6836 Epoch 6/8... Discriminator Loss: 1.3893... Generator Loss: 0.8847 Epoch 6/8... Discriminator Loss: 1.4067... Generator Loss: 0.6703 Epoch 6/8... Discriminator Loss: 1.3727... Generator Loss: 0.8359 Epoch 6/8... Discriminator Loss: 1.3888... Generator Loss: 0.7746 Epoch 6/8... Discriminator Loss: 1.4011... Generator Loss: 0.8152 Epoch 6/8... Discriminator Loss: 1.3940... Generator Loss: 0.7433 Epoch 6/8... Discriminator Loss: 1.3918... Generator Loss: 0.8431 Epoch 6/8... Discriminator Loss: 1.3683... Generator Loss: 0.7815 Epoch 6/8... Discriminator Loss: 1.3695... Generator Loss: 0.7151 Epoch 6/8... Discriminator Loss: 1.4033... Generator Loss: 0.7693 Epoch 6/8... Discriminator Loss: 1.3886... Generator Loss: 0.8026 Epoch 6/8... Discriminator Loss: 1.4004... Generator Loss: 0.6801 Epoch 6/8... Discriminator Loss: 1.4125... Generator Loss: 0.8695 Epoch 6/8... Discriminator Loss: 1.3814... Generator Loss: 0.6849 Epoch 6/8... Discriminator Loss: 1.3934... Generator Loss: 0.8453 Epoch 6/8... Discriminator Loss: 1.3766... Generator Loss: 0.7536 Epoch 6/8... Discriminator Loss: 1.3788... Generator Loss: 0.8403 Epoch 6/8... Discriminator Loss: 1.3853... Generator Loss: 0.6891 Epoch 6/8... Discriminator Loss: 1.4052... Generator Loss: 0.8113
Epoch 6/8... Discriminator Loss: 1.3686... Generator Loss: 0.7536 Epoch 6/8... Discriminator Loss: 1.3701... Generator Loss: 0.7925 Epoch 6/8... Discriminator Loss: 1.3817... Generator Loss: 0.7705 Epoch 6/8... Discriminator Loss: 1.4155... Generator Loss: 0.7998 Epoch 6/8... Discriminator Loss: 1.3718... Generator Loss: 0.7418 Epoch 6/8... Discriminator Loss: 1.3599... Generator Loss: 0.8019 Epoch 6/8... Discriminator Loss: 1.3906... Generator Loss: 0.7354 Epoch 6/8... Discriminator Loss: 1.3993... Generator Loss: 0.6926 Epoch 6/8... Discriminator Loss: 1.3846... Generator Loss: 0.8847 Epoch 6/8... Discriminator Loss: 1.3938... Generator Loss: 0.7073 Epoch 6/8... Discriminator Loss: 1.3600... Generator Loss: 0.8427 Epoch 6/8... Discriminator Loss: 1.3867... Generator Loss: 0.6837 Epoch 6/8... Discriminator Loss: 1.3734... Generator Loss: 0.8073 Epoch 6/8... Discriminator Loss: 1.4179... Generator Loss: 0.6969 Epoch 6/8... Discriminator Loss: 1.4038... Generator Loss: 0.7523 Epoch 6/8... Discriminator Loss: 1.3813... Generator Loss: 0.7816 Epoch 6/8... Discriminator Loss: 1.3866... Generator Loss: 0.7566 Epoch 6/8... Discriminator Loss: 1.3888... Generator Loss: 0.7461 Epoch 6/8... Discriminator Loss: 1.4041... Generator Loss: 0.7913 Epoch 6/8... Discriminator Loss: 1.3749... Generator Loss: 0.7820
Epoch 6/8... Discriminator Loss: 1.3954... Generator Loss: 0.7673 Epoch 6/8... Discriminator Loss: 1.3883... Generator Loss: 0.7241 Epoch 6/8... Discriminator Loss: 1.4099... Generator Loss: 0.8250 Epoch 6/8... Discriminator Loss: 1.3993... Generator Loss: 0.6987 Epoch 6/8... Discriminator Loss: 1.3953... Generator Loss: 0.8462 Epoch 6/8... Discriminator Loss: 1.3825... Generator Loss: 0.7324 Epoch 6/8... Discriminator Loss: 1.3698... Generator Loss: 0.7646 Epoch 6/8... Discriminator Loss: 1.3688... Generator Loss: 0.7698 Epoch 6/8... Discriminator Loss: 1.3600... Generator Loss: 0.8215 Epoch 6/8... Discriminator Loss: 1.4128... Generator Loss: 0.7163 Epoch 6/8... Discriminator Loss: 1.3802... Generator Loss: 0.7738 Epoch 6/8... Discriminator Loss: 1.3804... Generator Loss: 0.7666 Epoch 6/8... Discriminator Loss: 1.3810... Generator Loss: 0.8430 Epoch 6/8... Discriminator Loss: 1.3815... Generator Loss: 0.7780 Epoch 6/8... Discriminator Loss: 1.3727... Generator Loss: 0.7920 Epoch 6/8... Discriminator Loss: 1.3706... Generator Loss: 0.8040 Epoch 6/8... Discriminator Loss: 1.3999... Generator Loss: 0.7354 Epoch 6/8... Discriminator Loss: 1.3902... Generator Loss: 0.7547 Epoch 6/8... Discriminator Loss: 1.3813... Generator Loss: 0.7328 Epoch 6/8... Discriminator Loss: 1.3851... Generator Loss: 0.8054
Epoch 6/8... Discriminator Loss: 1.3878... Generator Loss: 0.7257 Epoch 6/8... Discriminator Loss: 1.3731... Generator Loss: 0.7982 Epoch 6/8... Discriminator Loss: 1.3948... Generator Loss: 0.7761 Epoch 6/8... Discriminator Loss: 1.3722... Generator Loss: 0.7910 Epoch 6/8... Discriminator Loss: 1.4098... Generator Loss: 0.7264 Epoch 6/8... Discriminator Loss: 1.4026... Generator Loss: 0.8650 Epoch 6/8... Discriminator Loss: 1.4470... Generator Loss: 0.5553 Epoch 6/8... Discriminator Loss: 1.3931... Generator Loss: 0.9131 Epoch 6/8... Discriminator Loss: 1.3718... Generator Loss: 0.7299 Epoch 6/8... Discriminator Loss: 1.3785... Generator Loss: 0.7983 Epoch 6/8... Discriminator Loss: 1.3701... Generator Loss: 0.7863 Epoch 6/8... Discriminator Loss: 1.3657... Generator Loss: 0.7654 Epoch 6/8... Discriminator Loss: 1.3961... Generator Loss: 0.7647 Epoch 6/8... Discriminator Loss: 1.3938... Generator Loss: 0.7179 Epoch 6/8... Discriminator Loss: 1.3760... Generator Loss: 0.7863 Epoch 6/8... Discriminator Loss: 1.3843... Generator Loss: 0.7522 Epoch 6/8... Discriminator Loss: 1.3889... Generator Loss: 0.7550 Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.7681 Epoch 6/8... Discriminator Loss: 1.3709... Generator Loss: 0.7856 Epoch 6/8... Discriminator Loss: 1.3760... Generator Loss: 0.6775
Epoch 6/8... Discriminator Loss: 1.3815... Generator Loss: 0.9005 Epoch 6/8... Discriminator Loss: 1.4215... Generator Loss: 0.6978 Epoch 6/8... Discriminator Loss: 1.3842... Generator Loss: 0.7941 Epoch 6/8... Discriminator Loss: 1.3744... Generator Loss: 0.7560 Epoch 6/8... Discriminator Loss: 1.3659... Generator Loss: 0.8187 Epoch 6/8... Discriminator Loss: 1.3840... Generator Loss: 0.6879 Epoch 6/8... Discriminator Loss: 1.4019... Generator Loss: 0.9213 Epoch 6/8... Discriminator Loss: 1.3969... Generator Loss: 0.6991 Epoch 6/8... Discriminator Loss: 1.3857... Generator Loss: 0.7985 Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.7556 Epoch 6/8... Discriminator Loss: 1.3643... Generator Loss: 0.8155 Epoch 6/8... Discriminator Loss: 1.3858... Generator Loss: 0.7369 Epoch 6/8... Discriminator Loss: 1.3846... Generator Loss: 0.8014 Epoch 6/8... Discriminator Loss: 1.3892... Generator Loss: 0.7534 Epoch 6/8... Discriminator Loss: 1.3699... Generator Loss: 0.7781 Epoch 6/8... Discriminator Loss: 1.3794... Generator Loss: 0.8013 Epoch 6/8... Discriminator Loss: 1.3930... Generator Loss: 0.7433 Epoch 6/8... Discriminator Loss: 1.3896... Generator Loss: 0.7744 Epoch 6/8... Discriminator Loss: 1.3843... Generator Loss: 0.7642 Epoch 6/8... Discriminator Loss: 1.3888... Generator Loss: 0.7747
Epoch 6/8... Discriminator Loss: 1.3898... Generator Loss: 0.8206 Epoch 6/8... Discriminator Loss: 1.3900... Generator Loss: 0.7739 Epoch 6/8... Discriminator Loss: 1.3984... Generator Loss: 0.7756 Epoch 6/8... Discriminator Loss: 1.3877... Generator Loss: 0.7420 Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.8179 Epoch 6/8... Discriminator Loss: 1.3892... Generator Loss: 0.7095 Epoch 6/8... Discriminator Loss: 1.3974... Generator Loss: 0.7449 Epoch 6/8... Discriminator Loss: 1.3982... Generator Loss: 0.7071 Epoch 6/8... Discriminator Loss: 1.3876... Generator Loss: 0.7965 Epoch 6/8... Discriminator Loss: 1.3828... Generator Loss: 0.8041 Epoch 6/8... Discriminator Loss: 1.3749... Generator Loss: 0.7464 Epoch 6/8... Discriminator Loss: 1.3933... Generator Loss: 0.8716 Epoch 6/8... Discriminator Loss: 1.3778... Generator Loss: 0.6768 Epoch 6/8... Discriminator Loss: 1.3623... Generator Loss: 0.8467 Epoch 6/8... Discriminator Loss: 1.3946... Generator Loss: 0.6851 Epoch 6/8... Discriminator Loss: 1.3752... Generator Loss: 0.8546 Epoch 6/8... Discriminator Loss: 1.4080... Generator Loss: 0.7049 Epoch 6/8... Discriminator Loss: 1.3822... Generator Loss: 0.7708 Epoch 6/8... Discriminator Loss: 1.3619... Generator Loss: 0.8027 Epoch 6/8... Discriminator Loss: 1.3867... Generator Loss: 0.8113
Epoch 6/8... Discriminator Loss: 1.3804... Generator Loss: 0.7502 Epoch 6/8... Discriminator Loss: 1.3692... Generator Loss: 0.8276 Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.7033 Epoch 6/8... Discriminator Loss: 1.3917... Generator Loss: 0.8183 Epoch 6/8... Discriminator Loss: 1.3633... Generator Loss: 0.7483 Epoch 6/8... Discriminator Loss: 1.3963... Generator Loss: 0.7225 Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.8451 Epoch 6/8... Discriminator Loss: 1.3886... Generator Loss: 0.7646 Epoch 6/8... Discriminator Loss: 1.3804... Generator Loss: 0.8259 Epoch 6/8... Discriminator Loss: 1.3970... Generator Loss: 0.8203 Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.7885 Epoch 6/8... Discriminator Loss: 1.3837... Generator Loss: 0.7695 Epoch 6/8... Discriminator Loss: 1.3667... Generator Loss: 0.8042 Epoch 6/8... Discriminator Loss: 1.3626... Generator Loss: 0.7790 Epoch 6/8... Discriminator Loss: 1.3856... Generator Loss: 0.8810 Epoch 6/8... Discriminator Loss: 1.3964... Generator Loss: 0.6216 Epoch 6/8... Discriminator Loss: 1.4051... Generator Loss: 0.9268 Epoch 6/8... Discriminator Loss: 1.3667... Generator Loss: 0.7150 Epoch 6/8... Discriminator Loss: 1.3645... Generator Loss: 0.7923 Epoch 6/8... Discriminator Loss: 1.3921... Generator Loss: 0.7661
Epoch 6/8... Discriminator Loss: 1.3896... Generator Loss: 0.8006 Epoch 6/8... Discriminator Loss: 1.3793... Generator Loss: 0.7705 Epoch 6/8... Discriminator Loss: 1.3930... Generator Loss: 0.8188 Epoch 6/8... Discriminator Loss: 1.3820... Generator Loss: 0.7454 Epoch 6/8... Discriminator Loss: 1.3711... Generator Loss: 0.7944 Epoch 6/8... Discriminator Loss: 1.3621... Generator Loss: 0.8288 Epoch 6/8... Discriminator Loss: 1.3662... Generator Loss: 0.8098 Epoch 6/8... Discriminator Loss: 1.3685... Generator Loss: 0.8033 Epoch 6/8... Discriminator Loss: 1.3672... Generator Loss: 0.7781 Epoch 6/8... Discriminator Loss: 1.3877... Generator Loss: 0.7666 Epoch 6/8... Discriminator Loss: 1.3838... Generator Loss: 0.7243 Epoch 6/8... Discriminator Loss: 1.3715... Generator Loss: 0.8334 Epoch 6/8... Discriminator Loss: 1.3802... Generator Loss: 0.7472 Epoch 6/8... Discriminator Loss: 1.3746... Generator Loss: 0.8387 Epoch 6/8... Discriminator Loss: 1.3867... Generator Loss: 0.7359 Epoch 6/8... Discriminator Loss: 1.3843... Generator Loss: 0.7902 Epoch 6/8... Discriminator Loss: 1.3869... Generator Loss: 0.7899 Epoch 6/8... Discriminator Loss: 1.3849... Generator Loss: 0.8214 Epoch 6/8... Discriminator Loss: 1.3819... Generator Loss: 0.7300 Epoch 6/8... Discriminator Loss: 1.3893... Generator Loss: 0.8944
Epoch 6/8... Discriminator Loss: 1.4000... Generator Loss: 0.6762 Epoch 6/8... Discriminator Loss: 1.3769... Generator Loss: 0.9026 Epoch 6/8... Discriminator Loss: 1.3911... Generator Loss: 0.6977 Epoch 6/8... Discriminator Loss: 1.3680... Generator Loss: 0.7956 Epoch 6/8... Discriminator Loss: 1.4150... Generator Loss: 0.7757 Epoch 6/8... Discriminator Loss: 1.3965... Generator Loss: 0.7684 Epoch 6/8... Discriminator Loss: 1.3800... Generator Loss: 0.6861 Epoch 6/8... Discriminator Loss: 1.3902... Generator Loss: 0.8283 Epoch 6/8... Discriminator Loss: 1.3958... Generator Loss: 0.7063 Epoch 6/8... Discriminator Loss: 1.3844... Generator Loss: 0.8425 Epoch 6/8... Discriminator Loss: 1.3991... Generator Loss: 0.7700 Epoch 6/8... Discriminator Loss: 1.3968... Generator Loss: 0.7795 Epoch 6/8... Discriminator Loss: 1.3919... Generator Loss: 0.8060 Epoch 6/8... Discriminator Loss: 1.3909... Generator Loss: 0.7249 Epoch 6/8... Discriminator Loss: 1.3890... Generator Loss: 0.7969 Epoch 6/8... Discriminator Loss: 1.3999... Generator Loss: 0.7292 Epoch 6/8... Discriminator Loss: 1.3738... Generator Loss: 0.7818 Epoch 6/8... Discriminator Loss: 1.3817... Generator Loss: 0.8020 Epoch 6/8... Discriminator Loss: 1.3768... Generator Loss: 0.7765 Epoch 6/8... Discriminator Loss: 1.3830... Generator Loss: 0.7829
Epoch 6/8... Discriminator Loss: 1.3905... Generator Loss: 0.6968 Epoch 6/8... Discriminator Loss: 1.3891... Generator Loss: 0.8574 Epoch 6/8... Discriminator Loss: 1.3753... Generator Loss: 0.7102 Epoch 6/8... Discriminator Loss: 1.4212... Generator Loss: 0.9648 Epoch 6/8... Discriminator Loss: 1.3984... Generator Loss: 0.6439 Epoch 6/8... Discriminator Loss: 1.3834... Generator Loss: 0.8782 Epoch 6/8... Discriminator Loss: 1.4155... Generator Loss: 0.6996 Epoch 6/8... Discriminator Loss: 1.3913... Generator Loss: 0.8444 Epoch 6/8... Discriminator Loss: 1.3839... Generator Loss: 0.7552 Epoch 6/8... Discriminator Loss: 1.4023... Generator Loss: 0.8715 Epoch 6/8... Discriminator Loss: 1.3813... Generator Loss: 0.6997 Epoch 6/8... Discriminator Loss: 1.3639... Generator Loss: 0.8874 Epoch 6/8... Discriminator Loss: 1.3881... Generator Loss: 0.7675 Epoch 6/8... Discriminator Loss: 1.3912... Generator Loss: 0.8392 Epoch 6/8... Discriminator Loss: 1.3931... Generator Loss: 0.6845 Epoch 6/8... Discriminator Loss: 1.3794... Generator Loss: 0.7846 Epoch 6/8... Discriminator Loss: 1.3769... Generator Loss: 0.8147 Epoch 6/8... Discriminator Loss: 1.3738... Generator Loss: 0.7733 Epoch 6/8... Discriminator Loss: 1.3917... Generator Loss: 0.7440 Epoch 6/8... Discriminator Loss: 1.3873... Generator Loss: 0.7956
Epoch 6/8... Discriminator Loss: 1.3929... Generator Loss: 0.7509 Epoch 6/8... Discriminator Loss: 1.3834... Generator Loss: 0.7813 Epoch 6/8... Discriminator Loss: 1.4003... Generator Loss: 0.8269 Epoch 6/8... Discriminator Loss: 1.3946... Generator Loss: 0.6925 Epoch 6/8... Discriminator Loss: 1.4093... Generator Loss: 0.9477 Epoch 6/8... Discriminator Loss: 1.3677... Generator Loss: 0.7164 Epoch 6/8... Discriminator Loss: 1.3854... Generator Loss: 0.8276 Epoch 6/8... Discriminator Loss: 1.3874... Generator Loss: 0.7539 Epoch 6/8... Discriminator Loss: 1.4096... Generator Loss: 0.7746 Epoch 6/8... Discriminator Loss: 1.3741... Generator Loss: 0.8392 Epoch 6/8... Discriminator Loss: 1.3759... Generator Loss: 0.7289 Epoch 6/8... Discriminator Loss: 1.3843... Generator Loss: 0.7713 Epoch 6/8... Discriminator Loss: 1.3925... Generator Loss: 0.8484 Epoch 6/8... Discriminator Loss: 1.4024... Generator Loss: 0.6897 Epoch 6/8... Discriminator Loss: 1.3760... Generator Loss: 0.8312 Epoch 6/8... Discriminator Loss: 1.3813... Generator Loss: 0.7974 Epoch 6/8... Discriminator Loss: 1.3903... Generator Loss: 0.7305 Epoch 6/8... Discriminator Loss: 1.3710... Generator Loss: 0.8433 Epoch 6/8... Discriminator Loss: 1.3693... Generator Loss: 0.7634 Epoch 6/8... Discriminator Loss: 1.3810... Generator Loss: 0.7710
Epoch 6/8... Discriminator Loss: 1.3970... Generator Loss: 0.7535 Epoch 6/8... Discriminator Loss: 1.3966... Generator Loss: 0.8254 Epoch 6/8... Discriminator Loss: 1.3968... Generator Loss: 0.7251 Epoch 6/8... Discriminator Loss: 1.3950... Generator Loss: 0.7787 Epoch 6/8... Discriminator Loss: 1.3927... Generator Loss: 0.7083 Epoch 6/8... Discriminator Loss: 1.3884... Generator Loss: 0.8768 Epoch 6/8... Discriminator Loss: 1.3744... Generator Loss: 0.7839 Epoch 6/8... Discriminator Loss: 1.4008... Generator Loss: 0.7468 Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.8179 Epoch 6/8... Discriminator Loss: 1.3934... Generator Loss: 0.6767 Epoch 6/8... Discriminator Loss: 1.3883... Generator Loss: 0.8730 Epoch 6/8... Discriminator Loss: 1.4052... Generator Loss: 0.7644 Epoch 6/8... Discriminator Loss: 1.3582... Generator Loss: 0.7967 Epoch 6/8... Discriminator Loss: 1.3822... Generator Loss: 0.7538 Epoch 6/8... Discriminator Loss: 1.3753... Generator Loss: 0.7510 Epoch 6/8... Discriminator Loss: 1.4057... Generator Loss: 0.7408 Epoch 6/8... Discriminator Loss: 1.3957... Generator Loss: 0.8165 Epoch 6/8... Discriminator Loss: 1.3645... Generator Loss: 0.7863 Epoch 6/8... Discriminator Loss: 1.3637... Generator Loss: 0.7604 Epoch 6/8... Discriminator Loss: 1.4188... Generator Loss: 0.7788
Epoch 6/8... Discriminator Loss: 1.4004... Generator Loss: 0.7168 Epoch 6/8... Discriminator Loss: 1.3977... Generator Loss: 0.7641 Epoch 6/8... Discriminator Loss: 1.3815... Generator Loss: 0.7270 Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.8296 Epoch 6/8... Discriminator Loss: 1.3861... Generator Loss: 0.7345 Epoch 6/8... Discriminator Loss: 1.3627... Generator Loss: 0.8373 Epoch 6/8... Discriminator Loss: 1.4038... Generator Loss: 0.7470 Epoch 6/8... Discriminator Loss: 1.3797... Generator Loss: 0.8451 Epoch 6/8... Discriminator Loss: 1.3872... Generator Loss: 0.6984 Epoch 6/8... Discriminator Loss: 1.3843... Generator Loss: 0.8881 Epoch 6/8... Discriminator Loss: 1.3837... Generator Loss: 0.7294 Epoch 6/8... Discriminator Loss: 1.3650... Generator Loss: 0.8542 Epoch 6/8... Discriminator Loss: 1.3822... Generator Loss: 0.6649 Epoch 6/8... Discriminator Loss: 1.4457... Generator Loss: 1.0566 Epoch 6/8... Discriminator Loss: 1.4137... Generator Loss: 0.6219 Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.8995 Epoch 6/8... Discriminator Loss: 1.3911... Generator Loss: 0.7006 Epoch 6/8... Discriminator Loss: 1.3660... Generator Loss: 0.8541 Epoch 6/8... Discriminator Loss: 1.3767... Generator Loss: 0.7742 Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.7806
Epoch 6/8... Discriminator Loss: 1.3750... Generator Loss: 0.8119 Epoch 6/8... Discriminator Loss: 1.3816... Generator Loss: 0.8097 Epoch 6/8... Discriminator Loss: 1.3766... Generator Loss: 0.7761 Epoch 6/8... Discriminator Loss: 1.3719... Generator Loss: 0.7071 Epoch 6/8... Discriminator Loss: 1.4101... Generator Loss: 0.9201 Epoch 6/8... Discriminator Loss: 1.3942... Generator Loss: 0.6721 Epoch 6/8... Discriminator Loss: 1.3908... Generator Loss: 0.8380 Epoch 6/8... Discriminator Loss: 1.3753... Generator Loss: 0.7869 Epoch 6/8... Discriminator Loss: 1.3827... Generator Loss: 0.8101 Epoch 6/8... Discriminator Loss: 1.3730... Generator Loss: 0.7740 Epoch 6/8... Discriminator Loss: 1.3886... Generator Loss: 0.8078 Epoch 6/8... Discriminator Loss: 1.3707... Generator Loss: 0.7812 Epoch 6/8... Discriminator Loss: 1.3935... Generator Loss: 0.7871 Epoch 6/8... Discriminator Loss: 1.3946... Generator Loss: 0.8548 Epoch 6/8... Discriminator Loss: 1.3840... Generator Loss: 0.6793 Epoch 6/8... Discriminator Loss: 1.3768... Generator Loss: 0.8327 Epoch 6/8... Discriminator Loss: 1.3924... Generator Loss: 0.8105 Epoch 6/8... Discriminator Loss: 1.3883... Generator Loss: 0.7094 Epoch 6/8... Discriminator Loss: 1.3972... Generator Loss: 0.8366 Epoch 6/8... Discriminator Loss: 1.3725... Generator Loss: 0.7583
Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.8170 Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.7542 Epoch 6/8... Discriminator Loss: 1.3869... Generator Loss: 0.8579 Epoch 6/8... Discriminator Loss: 1.3676... Generator Loss: 0.7267 Epoch 6/8... Discriminator Loss: 1.3978... Generator Loss: 0.7715 Epoch 6/8... Discriminator Loss: 1.3856... Generator Loss: 0.7488 Epoch 6/8... Discriminator Loss: 1.3855... Generator Loss: 0.8636 Epoch 6/8... Discriminator Loss: 1.3911... Generator Loss: 0.6698 Epoch 6/8... Discriminator Loss: 1.3884... Generator Loss: 0.9016 Epoch 6/8... Discriminator Loss: 1.4114... Generator Loss: 0.6681 Epoch 6/8... Discriminator Loss: 1.3885... Generator Loss: 0.8205 Epoch 6/8... Discriminator Loss: 1.3844... Generator Loss: 0.7617 Epoch 6/8... Discriminator Loss: 1.3756... Generator Loss: 0.7855 Epoch 6/8... Discriminator Loss: 1.3699... Generator Loss: 0.8130 Epoch 6/8... Discriminator Loss: 1.3880... Generator Loss: 0.7844 Epoch 6/8... Discriminator Loss: 1.3830... Generator Loss: 0.7897 Epoch 6/8... Discriminator Loss: 1.3558... Generator Loss: 0.7913 Epoch 6/8... Discriminator Loss: 1.3596... Generator Loss: 0.7737 Epoch 6/8... Discriminator Loss: 1.3960... Generator Loss: 0.7534 Epoch 6/8... Discriminator Loss: 1.3895... Generator Loss: 0.7778
Epoch 6/8... Discriminator Loss: 1.3817... Generator Loss: 0.7834 Epoch 6/8... Discriminator Loss: 1.3867... Generator Loss: 0.7473 Epoch 6/8... Discriminator Loss: 1.3597... Generator Loss: 0.8452 Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.7688 Epoch 6/8... Discriminator Loss: 1.3921... Generator Loss: 0.7315 Epoch 6/8... Discriminator Loss: 1.4064... Generator Loss: 0.8379 Epoch 6/8... Discriminator Loss: 1.3742... Generator Loss: 0.7302 Epoch 6/8... Discriminator Loss: 1.3920... Generator Loss: 0.8964 Epoch 6/8... Discriminator Loss: 1.4173... Generator Loss: 0.6316 Epoch 6/8... Discriminator Loss: 1.3907... Generator Loss: 0.9279 Epoch 6/8... Discriminator Loss: 1.3786... Generator Loss: 0.7233 Epoch 6/8... Discriminator Loss: 1.3819... Generator Loss: 0.8001 Epoch 6/8... Discriminator Loss: 1.3876... Generator Loss: 0.7559 Epoch 6/8... Discriminator Loss: 1.3861... Generator Loss: 0.8066 Epoch 6/8... Discriminator Loss: 1.3843... Generator Loss: 0.7371 Epoch 6/8... Discriminator Loss: 1.3809... Generator Loss: 0.8109 Epoch 6/8... Discriminator Loss: 1.3829... Generator Loss: 0.7362 Epoch 6/8... Discriminator Loss: 1.3974... Generator Loss: 0.8796 Epoch 6/8... Discriminator Loss: 1.3880... Generator Loss: 0.7122 Epoch 6/8... Discriminator Loss: 1.3898... Generator Loss: 0.8791
Epoch 6/8... Discriminator Loss: 1.3852... Generator Loss: 0.7660 Epoch 6/8... Discriminator Loss: 1.3719... Generator Loss: 0.7993 Epoch 6/8... Discriminator Loss: 1.3734... Generator Loss: 0.7976 Epoch 6/8... Discriminator Loss: 1.3850... Generator Loss: 0.7718 Epoch 6/8... Discriminator Loss: 1.3881... Generator Loss: 0.8702 Epoch 6/8... Discriminator Loss: 1.3847... Generator Loss: 0.6809 Epoch 6/8... Discriminator Loss: 1.4053... Generator Loss: 0.9754 Epoch 6/8... Discriminator Loss: 1.3931... Generator Loss: 0.6659 Epoch 6/8... Discriminator Loss: 1.4008... Generator Loss: 0.8743 Epoch 6/8... Discriminator Loss: 1.3827... Generator Loss: 0.7316 Epoch 6/8... Discriminator Loss: 1.3825... Generator Loss: 0.8305 Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.7712 Epoch 6/8... Discriminator Loss: 1.3850... Generator Loss: 0.8065 Epoch 6/8... Discriminator Loss: 1.3843... Generator Loss: 0.7729 Epoch 6/8... Discriminator Loss: 1.3767... Generator Loss: 0.8168 Epoch 6/8... Discriminator Loss: 1.3679... Generator Loss: 0.7904 Epoch 6/8... Discriminator Loss: 1.3718... Generator Loss: 0.7747 Epoch 6/8... Discriminator Loss: 1.3757... Generator Loss: 0.8106 Epoch 6/8... Discriminator Loss: 1.3819... Generator Loss: 0.8313 Epoch 6/8... Discriminator Loss: 1.3810... Generator Loss: 0.6986
Epoch 6/8... Discriminator Loss: 1.3931... Generator Loss: 0.8840 Epoch 6/8... Discriminator Loss: 1.3708... Generator Loss: 0.7453 Epoch 6/8... Discriminator Loss: 1.3911... Generator Loss: 0.8136 Epoch 6/8... Discriminator Loss: 1.3870... Generator Loss: 0.7716 Epoch 6/8... Discriminator Loss: 1.3726... Generator Loss: 0.8316 Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.7682 Epoch 6/8... Discriminator Loss: 1.3959... Generator Loss: 0.8790 Epoch 6/8... Discriminator Loss: 1.4224... Generator Loss: 0.5979 Epoch 6/8... Discriminator Loss: 1.3910... Generator Loss: 0.8955 Epoch 6/8... Discriminator Loss: 1.3851... Generator Loss: 0.7369 Epoch 6/8... Discriminator Loss: 1.3689... Generator Loss: 0.8300 Epoch 6/8... Discriminator Loss: 1.3887... Generator Loss: 0.7719 Epoch 6/8... Discriminator Loss: 1.3671... Generator Loss: 0.7582 Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.8322 Epoch 6/8... Discriminator Loss: 1.3829... Generator Loss: 0.7737 Epoch 6/8... Discriminator Loss: 1.3625... Generator Loss: 0.8161 Epoch 6/8... Discriminator Loss: 1.3748... Generator Loss: 0.8027 Epoch 6/8... Discriminator Loss: 1.3721... Generator Loss: 0.7795 Epoch 6/8... Discriminator Loss: 1.3862... Generator Loss: 0.7997 Epoch 6/8... Discriminator Loss: 1.4008... Generator Loss: 0.6728
Epoch 6/8... Discriminator Loss: 1.4047... Generator Loss: 0.9803 Epoch 6/8... Discriminator Loss: 1.4049... Generator Loss: 0.6634 Epoch 6/8... Discriminator Loss: 1.3885... Generator Loss: 0.9346 Epoch 6/8... Discriminator Loss: 1.3884... Generator Loss: 0.6989 Epoch 6/8... Discriminator Loss: 1.3883... Generator Loss: 0.8689 Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.7394 Epoch 6/8... Discriminator Loss: 1.3860... Generator Loss: 0.7923 Epoch 6/8... Discriminator Loss: 1.3791... Generator Loss: 0.7801 Epoch 6/8... Discriminator Loss: 1.3854... Generator Loss: 0.7649 Epoch 6/8... Discriminator Loss: 1.3687... Generator Loss: 0.8083 Epoch 6/8... Discriminator Loss: 1.3806... Generator Loss: 0.7373 Epoch 6/8... Discriminator Loss: 1.3996... Generator Loss: 0.9216 Epoch 6/8... Discriminator Loss: 1.4056... Generator Loss: 0.6497 Epoch 6/8... Discriminator Loss: 1.3752... Generator Loss: 0.8521 Epoch 6/8... Discriminator Loss: 1.3738... Generator Loss: 0.7319 Epoch 6/8... Discriminator Loss: 1.3834... Generator Loss: 0.8611 Epoch 6/8... Discriminator Loss: 1.3682... Generator Loss: 0.7880 Epoch 6/8... Discriminator Loss: 1.3766... Generator Loss: 0.8172 Epoch 6/8... Discriminator Loss: 1.3786... Generator Loss: 0.7510 Epoch 6/8... Discriminator Loss: 1.3754... Generator Loss: 0.8242
Epoch 6/8... Discriminator Loss: 1.3697... Generator Loss: 0.8127 Epoch 6/8... Discriminator Loss: 1.4017... Generator Loss: 0.6798 Epoch 6/8... Discriminator Loss: 1.4056... Generator Loss: 1.0083 Epoch 6/8... Discriminator Loss: 1.3991... Generator Loss: 0.6219 Epoch 6/8... Discriminator Loss: 1.3995... Generator Loss: 0.9445 Epoch 6/8... Discriminator Loss: 1.3770... Generator Loss: 0.7502 Epoch 6/8... Discriminator Loss: 1.3665... Generator Loss: 0.8137 Epoch 6/8... Discriminator Loss: 1.3835... Generator Loss: 0.7528 Epoch 6/8... Discriminator Loss: 1.3744... Generator Loss: 0.8181 Epoch 6/8... Discriminator Loss: 1.3705... Generator Loss: 0.7532 Epoch 6/8... Discriminator Loss: 1.3835... Generator Loss: 0.8747 Epoch 6/8... Discriminator Loss: 1.3950... Generator Loss: 0.6706 Epoch 6/8... Discriminator Loss: 1.4101... Generator Loss: 0.9688 Epoch 6/8... Discriminator Loss: 1.3878... Generator Loss: 0.7226 Epoch 6/8... Discriminator Loss: 1.3809... Generator Loss: 0.8197 Epoch 6/8... Discriminator Loss: 1.3866... Generator Loss: 0.7588 Epoch 6/8... Discriminator Loss: 1.3758... Generator Loss: 0.8335 Epoch 6/8... Discriminator Loss: 1.3778... Generator Loss: 0.7509 Epoch 6/8... Discriminator Loss: 1.3828... Generator Loss: 0.8205 Epoch 6/8... Discriminator Loss: 1.3930... Generator Loss: 0.7711
Epoch 6/8... Discriminator Loss: 1.3805... Generator Loss: 0.8347 Epoch 6/8... Discriminator Loss: 1.3708... Generator Loss: 0.7802 Epoch 6/8... Discriminator Loss: 1.3679... Generator Loss: 0.8087 Epoch 6/8... Discriminator Loss: 1.3892... Generator Loss: 0.7546 Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.8320 Epoch 6/8... Discriminator Loss: 1.3901... Generator Loss: 0.7786 Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.8048 Epoch 6/8... Discriminator Loss: 1.3815... Generator Loss: 0.7850 Epoch 6/8... Discriminator Loss: 1.3836... Generator Loss: 0.8002 Epoch 6/8... Discriminator Loss: 1.3826... Generator Loss: 0.7597 Epoch 6/8... Discriminator Loss: 1.3742... Generator Loss: 0.8312 Epoch 6/8... Discriminator Loss: 1.3732... Generator Loss: 0.7853 Epoch 6/8... Discriminator Loss: 1.3844... Generator Loss: 0.8317 Epoch 6/8... Discriminator Loss: 1.3834... Generator Loss: 0.7508 Epoch 6/8... Discriminator Loss: 1.3882... Generator Loss: 0.8962 Epoch 6/8... Discriminator Loss: 1.4181... Generator Loss: 0.6451 Epoch 6/8... Discriminator Loss: 1.4563... Generator Loss: 1.1204 Epoch 6/8... Discriminator Loss: 1.4021... Generator Loss: 0.6687 Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.8400 Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.8093
Epoch 6/8... Discriminator Loss: 1.3744... Generator Loss: 0.7899 Epoch 6/8... Discriminator Loss: 1.3706... Generator Loss: 0.7782 Epoch 6/8... Discriminator Loss: 1.3931... Generator Loss: 0.7886 Epoch 6/8... Discriminator Loss: 1.3808... Generator Loss: 0.7558 Epoch 6/8... Discriminator Loss: 1.3830... Generator Loss: 0.8182 Epoch 6/8... Discriminator Loss: 1.3740... Generator Loss: 0.8165 Epoch 6/8... Discriminator Loss: 1.3717... Generator Loss: 0.8273 Epoch 6/8... Discriminator Loss: 1.3749... Generator Loss: 0.7490 Epoch 6/8... Discriminator Loss: 1.3808... Generator Loss: 0.8473 Epoch 6/8... Discriminator Loss: 1.3883... Generator Loss: 0.7561 Epoch 6/8... Discriminator Loss: 1.3936... Generator Loss: 0.7913 Epoch 6/8... Discriminator Loss: 1.3649... Generator Loss: 0.7904 Epoch 6/8... Discriminator Loss: 1.3820... Generator Loss: 0.8082 Epoch 6/8... Discriminator Loss: 1.3706... Generator Loss: 0.8064 Epoch 6/8... Discriminator Loss: 1.3749... Generator Loss: 0.7924 Epoch 6/8... Discriminator Loss: 1.3751... Generator Loss: 0.7859 Epoch 6/8... Discriminator Loss: 1.3719... Generator Loss: 0.7940 Epoch 6/8... Discriminator Loss: 1.3782... Generator Loss: 0.7913 Epoch 6/8... Discriminator Loss: 1.3759... Generator Loss: 0.8038 Epoch 6/8... Discriminator Loss: 1.3722... Generator Loss: 0.8065
Epoch 6/8... Discriminator Loss: 1.3735... Generator Loss: 0.8071 Epoch 6/8... Discriminator Loss: 1.3894... Generator Loss: 0.6972 Epoch 6/8... Discriminator Loss: 1.4150... Generator Loss: 1.0102 Epoch 6/8... Discriminator Loss: 1.3968... Generator Loss: 0.6483 Epoch 6/8... Discriminator Loss: 1.3942... Generator Loss: 0.9641 Epoch 6/8... Discriminator Loss: 1.3866... Generator Loss: 0.7049 Epoch 6/8... Discriminator Loss: 1.3865... Generator Loss: 0.8410 Epoch 6/8... Discriminator Loss: 1.3770... Generator Loss: 0.7803 Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.7984 Epoch 6/8... Discriminator Loss: 1.3698... Generator Loss: 0.8261 Epoch 6/8... Discriminator Loss: 1.3820... Generator Loss: 0.7472 Epoch 6/8... Discriminator Loss: 1.3848... Generator Loss: 0.8626 Epoch 6/8... Discriminator Loss: 1.3901... Generator Loss: 0.7141 Epoch 6/8... Discriminator Loss: 1.3860... Generator Loss: 0.8447 Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.7512 Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.8250 Epoch 6/8... Discriminator Loss: 1.3822... Generator Loss: 0.7854 Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.8299 Epoch 6/8... Discriminator Loss: 1.3869... Generator Loss: 0.6993 Epoch 6/8... Discriminator Loss: 1.3936... Generator Loss: 0.9226
Epoch 6/8... Discriminator Loss: 1.3870... Generator Loss: 0.7069 Epoch 6/8... Discriminator Loss: 1.3849... Generator Loss: 0.8701 Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.7332 Epoch 6/8... Discriminator Loss: 1.3768... Generator Loss: 0.8322 Epoch 6/8... Discriminator Loss: 1.3797... Generator Loss: 0.7428 Epoch 6/8... Discriminator Loss: 1.3813... Generator Loss: 0.8617 Epoch 6/8... Discriminator Loss: 1.3771... Generator Loss: 0.7477 Epoch 6/8... Discriminator Loss: 1.3801... Generator Loss: 0.8658 Epoch 6/8... Discriminator Loss: 1.3866... Generator Loss: 0.7048 Epoch 6/8... Discriminator Loss: 1.3806... Generator Loss: 0.8849 Epoch 6/8... Discriminator Loss: 1.3848... Generator Loss: 0.7267 Epoch 6/8... Discriminator Loss: 1.3668... Generator Loss: 0.8327 Epoch 6/8... Discriminator Loss: 1.3766... Generator Loss: 0.7674 Epoch 6/8... Discriminator Loss: 1.3919... Generator Loss: 0.7599 Epoch 6/8... Discriminator Loss: 1.3796... Generator Loss: 0.8596 Epoch 6/8... Discriminator Loss: 1.3774... Generator Loss: 0.7472 Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.8723 Epoch 6/8... Discriminator Loss: 1.4032... Generator Loss: 0.6640 Epoch 6/8... Discriminator Loss: 1.3852... Generator Loss: 0.9243 Epoch 6/8... Discriminator Loss: 1.3846... Generator Loss: 0.7062
Epoch 6/8... Discriminator Loss: 1.3758... Generator Loss: 0.8453 Epoch 6/8... Discriminator Loss: 1.3898... Generator Loss: 0.7358 Epoch 6/8... Discriminator Loss: 1.3739... Generator Loss: 0.8197 Epoch 6/8... Discriminator Loss: 1.3698... Generator Loss: 0.7853 Epoch 6/8... Discriminator Loss: 1.3765... Generator Loss: 0.7938 Epoch 6/8... Discriminator Loss: 1.3770... Generator Loss: 0.7845 Epoch 6/8... Discriminator Loss: 1.3728... Generator Loss: 0.8028 Epoch 6/8... Discriminator Loss: 1.3717... Generator Loss: 0.7979 Epoch 6/8... Discriminator Loss: 1.3676... Generator Loss: 0.8110 Epoch 6/8... Discriminator Loss: 1.3732... Generator Loss: 0.7701 Epoch 6/8... Discriminator Loss: 1.3784... Generator Loss: 0.8048 Epoch 6/8... Discriminator Loss: 1.3754... Generator Loss: 0.7857 Epoch 6/8... Discriminator Loss: 1.3847... Generator Loss: 0.7777 Epoch 6/8... Discriminator Loss: 1.3772... Generator Loss: 0.8258 Epoch 6/8... Discriminator Loss: 1.3713... Generator Loss: 0.7790 Epoch 6/8... Discriminator Loss: 1.3803... Generator Loss: 0.8122 Epoch 6/8... Discriminator Loss: 1.3795... Generator Loss: 0.7772 Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.8332 Epoch 6/8... Discriminator Loss: 1.3896... Generator Loss: 0.6896 Epoch 6/8... Discriminator Loss: 1.4069... Generator Loss: 1.0318
Epoch 6/8... Discriminator Loss: 1.4065... Generator Loss: 0.6110 Epoch 6/8... Discriminator Loss: 1.3982... Generator Loss: 0.9820 Epoch 6/8... Discriminator Loss: 1.3899... Generator Loss: 0.7114 Epoch 6/8... Discriminator Loss: 1.3813... Generator Loss: 0.8316 Epoch 6/8... Discriminator Loss: 1.3795... Generator Loss: 0.7850 Epoch 6/8... Discriminator Loss: 1.3727... Generator Loss: 0.7930 Epoch 6/8... Discriminator Loss: 1.3769... Generator Loss: 0.7973 Epoch 6/8... Discriminator Loss: 1.3760... Generator Loss: 0.8005 Epoch 6/8... Discriminator Loss: 1.3778... Generator Loss: 0.8116 Epoch 6/8... Discriminator Loss: 1.3785... Generator Loss: 0.7911 Epoch 6/8... Discriminator Loss: 1.3792... Generator Loss: 0.7989 Epoch 6/8... Discriminator Loss: 1.3790... Generator Loss: 0.8026 Epoch 6/8... Discriminator Loss: 1.3739... Generator Loss: 0.8104 Epoch 6/8... Discriminator Loss: 1.3783... Generator Loss: 0.7888 Epoch 6/8... Discriminator Loss: 1.3759... Generator Loss: 0.7836 Epoch 6/8... Discriminator Loss: 1.3746... Generator Loss: 0.8417 Epoch 6/8... Discriminator Loss: 1.3743... Generator Loss: 0.7563 Epoch 6/8... Discriminator Loss: 1.3853... Generator Loss: 0.9017 Epoch 7/8... Discriminator Loss: 1.3920... Generator Loss: 0.6800 Epoch 7/8... Discriminator Loss: 1.3971... Generator Loss: 0.9340
Epoch 7/8... Discriminator Loss: 1.3920... Generator Loss: 0.6923 Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.8869 Epoch 7/8... Discriminator Loss: 1.3803... Generator Loss: 0.7363 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8494 Epoch 7/8... Discriminator Loss: 1.3868... Generator Loss: 0.7331 Epoch 7/8... Discriminator Loss: 1.3701... Generator Loss: 0.8556 Epoch 7/8... Discriminator Loss: 1.3863... Generator Loss: 0.7243 Epoch 7/8... Discriminator Loss: 1.3853... Generator Loss: 0.8826 Epoch 7/8... Discriminator Loss: 1.3794... Generator Loss: 0.7355 Epoch 7/8... Discriminator Loss: 1.3850... Generator Loss: 0.8613 Epoch 7/8... Discriminator Loss: 1.3823... Generator Loss: 0.7360 Epoch 7/8... Discriminator Loss: 1.3709... Generator Loss: 0.8765 Epoch 7/8... Discriminator Loss: 1.3916... Generator Loss: 0.6812 Epoch 7/8... Discriminator Loss: 1.4009... Generator Loss: 0.9763 Epoch 7/8... Discriminator Loss: 1.3824... Generator Loss: 0.6972 Epoch 7/8... Discriminator Loss: 1.3953... Generator Loss: 0.9213 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7430 Epoch 7/8... Discriminator Loss: 1.3753... Generator Loss: 0.8198 Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.7939 Epoch 7/8... Discriminator Loss: 1.3726... Generator Loss: 0.8064
Epoch 7/8... Discriminator Loss: 1.3717... Generator Loss: 0.7998 Epoch 7/8... Discriminator Loss: 1.3805... Generator Loss: 0.8178 Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.7602 Epoch 7/8... Discriminator Loss: 1.3750... Generator Loss: 0.8420 Epoch 7/8... Discriminator Loss: 1.3662... Generator Loss: 0.7844 Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.7873 Epoch 7/8... Discriminator Loss: 1.3821... Generator Loss: 0.8210 Epoch 7/8... Discriminator Loss: 1.3855... Generator Loss: 0.7556 Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.8302 Epoch 7/8... Discriminator Loss: 1.3745... Generator Loss: 0.7632 Epoch 7/8... Discriminator Loss: 1.3759... Generator Loss: 0.8223 Epoch 7/8... Discriminator Loss: 1.3823... Generator Loss: 0.7962 Epoch 7/8... Discriminator Loss: 1.3559... Generator Loss: 0.8057 Epoch 7/8... Discriminator Loss: 1.3936... Generator Loss: 0.7214 Epoch 7/8... Discriminator Loss: 1.3974... Generator Loss: 0.9555 Epoch 7/8... Discriminator Loss: 1.4091... Generator Loss: 0.6230 Epoch 7/8... Discriminator Loss: 1.3828... Generator Loss: 0.8978 Epoch 7/8... Discriminator Loss: 1.3727... Generator Loss: 0.7543 Epoch 7/8... Discriminator Loss: 1.3844... Generator Loss: 0.8373 Epoch 7/8... Discriminator Loss: 1.3824... Generator Loss: 0.7516
Epoch 7/8... Discriminator Loss: 1.3796... Generator Loss: 0.8199 Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.7639 Epoch 7/8... Discriminator Loss: 1.3833... Generator Loss: 0.8324 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7710 Epoch 7/8... Discriminator Loss: 1.3794... Generator Loss: 0.8124 Epoch 7/8... Discriminator Loss: 1.3761... Generator Loss: 0.7870 Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7887 Epoch 7/8... Discriminator Loss: 1.3740... Generator Loss: 0.7794 Epoch 7/8... Discriminator Loss: 1.3887... Generator Loss: 0.8176 Epoch 7/8... Discriminator Loss: 1.3826... Generator Loss: 0.7345 Epoch 7/8... Discriminator Loss: 1.3735... Generator Loss: 0.8557 Epoch 7/8... Discriminator Loss: 1.3756... Generator Loss: 0.7358 Epoch 7/8... Discriminator Loss: 1.3868... Generator Loss: 0.8914 Epoch 7/8... Discriminator Loss: 1.4154... Generator Loss: 0.6306 Epoch 7/8... Discriminator Loss: 1.3925... Generator Loss: 0.9450 Epoch 7/8... Discriminator Loss: 1.3838... Generator Loss: 0.7303 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.8429 Epoch 7/8... Discriminator Loss: 1.3813... Generator Loss: 0.7707 Epoch 7/8... Discriminator Loss: 1.3753... Generator Loss: 0.8200 Epoch 7/8... Discriminator Loss: 1.3761... Generator Loss: 0.7697
Epoch 7/8... Discriminator Loss: 1.3795... Generator Loss: 0.7953 Epoch 7/8... Discriminator Loss: 1.3735... Generator Loss: 0.7871 Epoch 7/8... Discriminator Loss: 1.3737... Generator Loss: 0.7939 Epoch 7/8... Discriminator Loss: 1.3814... Generator Loss: 0.8013 Epoch 7/8... Discriminator Loss: 1.3805... Generator Loss: 0.8122 Epoch 7/8... Discriminator Loss: 1.3788... Generator Loss: 0.7933 Epoch 7/8... Discriminator Loss: 1.3744... Generator Loss: 0.8228 Epoch 7/8... Discriminator Loss: 1.4002... Generator Loss: 0.6507 Epoch 7/8... Discriminator Loss: 1.4764... Generator Loss: 1.2018 Epoch 7/8... Discriminator Loss: 1.3886... Generator Loss: 0.6791 Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.8411 Epoch 7/8... Discriminator Loss: 1.3751... Generator Loss: 0.7947 Epoch 7/8... Discriminator Loss: 1.3750... Generator Loss: 0.8068 Epoch 7/8... Discriminator Loss: 1.3866... Generator Loss: 0.8445 Epoch 7/8... Discriminator Loss: 1.3743... Generator Loss: 0.7879 Epoch 7/8... Discriminator Loss: 1.3702... Generator Loss: 0.8105 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7799 Epoch 7/8... Discriminator Loss: 1.3748... Generator Loss: 0.8086 Epoch 7/8... Discriminator Loss: 1.3835... Generator Loss: 0.7821 Epoch 7/8... Discriminator Loss: 1.3823... Generator Loss: 0.7674
Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.8110 Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7929 Epoch 7/8... Discriminator Loss: 1.3706... Generator Loss: 0.8044 Epoch 7/8... Discriminator Loss: 1.3726... Generator Loss: 0.8047 Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.8048 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7629 Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8226 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7432 Epoch 7/8... Discriminator Loss: 1.3840... Generator Loss: 0.8751 Epoch 7/8... Discriminator Loss: 1.3833... Generator Loss: 0.7110 Epoch 7/8... Discriminator Loss: 1.3862... Generator Loss: 0.8837 Epoch 7/8... Discriminator Loss: 1.3891... Generator Loss: 0.7015 Epoch 7/8... Discriminator Loss: 1.3803... Generator Loss: 0.8939 Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.7218 Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.8729 Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7427 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8439 Epoch 7/8... Discriminator Loss: 1.3858... Generator Loss: 0.7201 Epoch 7/8... Discriminator Loss: 1.3844... Generator Loss: 0.8734 Epoch 7/8... Discriminator Loss: 1.3822... Generator Loss: 0.7168
Epoch 7/8... Discriminator Loss: 1.3814... Generator Loss: 0.8871 Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.7206 Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.8831 Epoch 7/8... Discriminator Loss: 1.3812... Generator Loss: 0.7565 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.8421 Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7898 Epoch 7/8... Discriminator Loss: 1.3812... Generator Loss: 0.8058 Epoch 7/8... Discriminator Loss: 1.3756... Generator Loss: 0.7668 Epoch 7/8... Discriminator Loss: 1.3725... Generator Loss: 0.8339 Epoch 7/8... Discriminator Loss: 1.3847... Generator Loss: 0.7481 Epoch 7/8... Discriminator Loss: 1.3796... Generator Loss: 0.8385 Epoch 7/8... Discriminator Loss: 1.3906... Generator Loss: 0.7306 Epoch 7/8... Discriminator Loss: 1.3812... Generator Loss: 0.8423 Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7653 Epoch 7/8... Discriminator Loss: 1.3749... Generator Loss: 0.8423 Epoch 7/8... Discriminator Loss: 1.3889... Generator Loss: 0.7428 Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.8722 Epoch 7/8... Discriminator Loss: 1.3824... Generator Loss: 0.7072 Epoch 7/8... Discriminator Loss: 1.3878... Generator Loss: 0.9162 Epoch 7/8... Discriminator Loss: 1.3854... Generator Loss: 0.6897
Epoch 7/8... Discriminator Loss: 1.3842... Generator Loss: 0.9101 Epoch 7/8... Discriminator Loss: 1.3801... Generator Loss: 0.7007 Epoch 7/8... Discriminator Loss: 1.3845... Generator Loss: 0.8589 Epoch 7/8... Discriminator Loss: 1.3794... Generator Loss: 0.7586 Epoch 7/8... Discriminator Loss: 1.3852... Generator Loss: 0.8546 Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7469 Epoch 7/8... Discriminator Loss: 1.3702... Generator Loss: 0.8475 Epoch 7/8... Discriminator Loss: 1.3735... Generator Loss: 0.7513 Epoch 7/8... Discriminator Loss: 1.3852... Generator Loss: 0.8899 Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.7503 Epoch 7/8... Discriminator Loss: 1.3733... Generator Loss: 0.8383 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7399 Epoch 7/8... Discriminator Loss: 1.3810... Generator Loss: 0.8503 Epoch 7/8... Discriminator Loss: 1.3744... Generator Loss: 0.7423 Epoch 7/8... Discriminator Loss: 1.3739... Generator Loss: 0.8566 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7355 Epoch 7/8... Discriminator Loss: 1.3817... Generator Loss: 0.8590 Epoch 7/8... Discriminator Loss: 1.3727... Generator Loss: 0.7495 Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.8466 Epoch 7/8... Discriminator Loss: 1.3834... Generator Loss: 0.7354
Epoch 7/8... Discriminator Loss: 1.3796... Generator Loss: 0.8665 Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.7497 Epoch 7/8... Discriminator Loss: 1.3815... Generator Loss: 0.8401 Epoch 7/8... Discriminator Loss: 1.3842... Generator Loss: 0.7291 Epoch 7/8... Discriminator Loss: 1.3843... Generator Loss: 0.8889 Epoch 7/8... Discriminator Loss: 1.3754... Generator Loss: 0.7210 Epoch 7/8... Discriminator Loss: 1.3955... Generator Loss: 0.9210 Epoch 7/8... Discriminator Loss: 1.3878... Generator Loss: 0.6836 Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.9112 Epoch 7/8... Discriminator Loss: 1.3830... Generator Loss: 0.7263 Epoch 7/8... Discriminator Loss: 1.3751... Generator Loss: 0.8283 Epoch 7/8... Discriminator Loss: 1.3886... Generator Loss: 0.7325 Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8434 Epoch 7/8... Discriminator Loss: 1.3732... Generator Loss: 0.7595 Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.8397 Epoch 7/8... Discriminator Loss: 1.3847... Generator Loss: 0.7474 Epoch 7/8... Discriminator Loss: 1.3801... Generator Loss: 0.8511 Epoch 7/8... Discriminator Loss: 1.3788... Generator Loss: 0.7418 Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.8659 Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.7311
Epoch 7/8... Discriminator Loss: 1.3819... Generator Loss: 0.8641 Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.7460 Epoch 7/8... Discriminator Loss: 1.3810... Generator Loss: 0.8521 Epoch 7/8... Discriminator Loss: 1.3796... Generator Loss: 0.7617 Epoch 7/8... Discriminator Loss: 1.3752... Generator Loss: 0.8427 Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7437 Epoch 7/8... Discriminator Loss: 1.3849... Generator Loss: 0.9092 Epoch 7/8... Discriminator Loss: 1.3913... Generator Loss: 0.6770 Epoch 7/8... Discriminator Loss: 1.3894... Generator Loss: 0.9196 Epoch 7/8... Discriminator Loss: 1.3817... Generator Loss: 0.7183 Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8571 Epoch 7/8... Discriminator Loss: 1.3761... Generator Loss: 0.7382 Epoch 7/8... Discriminator Loss: 1.3820... Generator Loss: 0.8669 Epoch 7/8... Discriminator Loss: 1.3861... Generator Loss: 0.7094 Epoch 7/8... Discriminator Loss: 1.3805... Generator Loss: 0.8947 Epoch 7/8... Discriminator Loss: 1.3821... Generator Loss: 0.7117 Epoch 7/8... Discriminator Loss: 1.3811... Generator Loss: 0.8861 Epoch 7/8... Discriminator Loss: 1.3840... Generator Loss: 0.7167 Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.8656 Epoch 7/8... Discriminator Loss: 1.3828... Generator Loss: 0.7174
Epoch 7/8... Discriminator Loss: 1.3827... Generator Loss: 0.8958 Epoch 7/8... Discriminator Loss: 1.3853... Generator Loss: 0.7043 Epoch 7/8... Discriminator Loss: 1.3818... Generator Loss: 0.8994 Epoch 7/8... Discriminator Loss: 1.3825... Generator Loss: 0.7123 Epoch 7/8... Discriminator Loss: 1.3795... Generator Loss: 0.8633 Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.7556 Epoch 7/8... Discriminator Loss: 1.3752... Generator Loss: 0.8355 Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.7501 Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.8615 Epoch 7/8... Discriminator Loss: 1.3803... Generator Loss: 0.7110 Epoch 7/8... Discriminator Loss: 1.3846... Generator Loss: 0.8947 Epoch 7/8... Discriminator Loss: 1.3864... Generator Loss: 0.7068 Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.8742 Epoch 7/8... Discriminator Loss: 1.3796... Generator Loss: 0.7507 Epoch 7/8... Discriminator Loss: 1.3805... Generator Loss: 0.8429 Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.7591 Epoch 7/8... Discriminator Loss: 1.3812... Generator Loss: 0.8256 Epoch 7/8... Discriminator Loss: 1.3755... Generator Loss: 0.7732 Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.8250 Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.7838
Epoch 7/8... Discriminator Loss: 1.3758... Generator Loss: 0.8098 Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.7804 Epoch 7/8... Discriminator Loss: 1.3827... Generator Loss: 0.8268 Epoch 7/8... Discriminator Loss: 1.3822... Generator Loss: 0.7592 Epoch 7/8... Discriminator Loss: 1.3734... Generator Loss: 0.8314 Epoch 7/8... Discriminator Loss: 1.3745... Generator Loss: 0.7746 Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.8171 Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.7575 Epoch 7/8... Discriminator Loss: 1.3833... Generator Loss: 0.8548 Epoch 7/8... Discriminator Loss: 1.3861... Generator Loss: 0.7261 Epoch 7/8... Discriminator Loss: 1.3805... Generator Loss: 0.8918 Epoch 7/8... Discriminator Loss: 1.3856... Generator Loss: 0.6895 Epoch 7/8... Discriminator Loss: 1.3801... Generator Loss: 0.9029 Epoch 7/8... Discriminator Loss: 1.3843... Generator Loss: 0.7127 Epoch 7/8... Discriminator Loss: 1.3860... Generator Loss: 0.8766 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7496 Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.8481 Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.7530 Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8396 Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.7495
Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.8484 Epoch 7/8... Discriminator Loss: 1.3845... Generator Loss: 0.7352 Epoch 7/8... Discriminator Loss: 1.3808... Generator Loss: 0.8678 Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.7060 Epoch 7/8... Discriminator Loss: 1.3961... Generator Loss: 0.9645 Epoch 7/8... Discriminator Loss: 1.3971... Generator Loss: 0.6584 Epoch 7/8... Discriminator Loss: 1.3888... Generator Loss: 0.9089 Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.7189 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.8674 Epoch 7/8... Discriminator Loss: 1.3726... Generator Loss: 0.7569 Epoch 7/8... Discriminator Loss: 1.3887... Generator Loss: 0.8500 Epoch 7/8... Discriminator Loss: 1.3834... Generator Loss: 0.7530 Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.8211 Epoch 7/8... Discriminator Loss: 1.3754... Generator Loss: 0.7801 Epoch 7/8... Discriminator Loss: 1.3722... Generator Loss: 0.8158 Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.7715 Epoch 7/8... Discriminator Loss: 1.3808... Generator Loss: 0.8283 Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.7498 Epoch 7/8... Discriminator Loss: 1.3760... Generator Loss: 0.8729 Epoch 7/8... Discriminator Loss: 1.3808... Generator Loss: 0.7714
Epoch 7/8... Discriminator Loss: 1.3811... Generator Loss: 0.8456 Epoch 7/8... Discriminator Loss: 1.3877... Generator Loss: 0.6965 Epoch 7/8... Discriminator Loss: 1.4019... Generator Loss: 0.9928 Epoch 7/8... Discriminator Loss: 1.3928... Generator Loss: 0.6617 Epoch 7/8... Discriminator Loss: 1.3876... Generator Loss: 0.8990 Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.7405 Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.8421 Epoch 7/8... Discriminator Loss: 1.3827... Generator Loss: 0.7475 Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8385 Epoch 7/8... Discriminator Loss: 1.3754... Generator Loss: 0.7798 Epoch 7/8... Discriminator Loss: 1.3747... Generator Loss: 0.8064 Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.7797 Epoch 7/8... Discriminator Loss: 1.3755... Generator Loss: 0.8240 Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.7786 Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.8259 Epoch 7/8... Discriminator Loss: 1.3666... Generator Loss: 0.7744 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.8579 Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.7213 Epoch 7/8... Discriminator Loss: 1.3806... Generator Loss: 0.9016 Epoch 7/8... Discriminator Loss: 1.3811... Generator Loss: 0.7025
Epoch 7/8... Discriminator Loss: 1.3956... Generator Loss: 0.9214 Epoch 7/8... Discriminator Loss: 1.3898... Generator Loss: 0.6949 Epoch 7/8... Discriminator Loss: 1.3823... Generator Loss: 0.8699 Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.7517 Epoch 7/8... Discriminator Loss: 1.3739... Generator Loss: 0.8381 Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.7673 Epoch 7/8... Discriminator Loss: 1.3741... Generator Loss: 0.8207 Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7752 Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.8368 Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.7637 Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8230 Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.7688 Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.8412 Epoch 7/8... Discriminator Loss: 1.3864... Generator Loss: 0.7211 Epoch 7/8... Discriminator Loss: 1.3814... Generator Loss: 0.8663 Epoch 7/8... Discriminator Loss: 1.3849... Generator Loss: 0.7202 Epoch 7/8... Discriminator Loss: 1.3807... Generator Loss: 0.8966 Epoch 7/8... Discriminator Loss: 1.3810... Generator Loss: 0.6992 Epoch 7/8... Discriminator Loss: 1.3895... Generator Loss: 0.9085 Epoch 7/8... Discriminator Loss: 1.3849... Generator Loss: 0.6915
Epoch 7/8... Discriminator Loss: 1.3811... Generator Loss: 0.9209 Epoch 7/8... Discriminator Loss: 1.3872... Generator Loss: 0.7120 Epoch 7/8... Discriminator Loss: 1.3887... Generator Loss: 0.9137 Epoch 7/8... Discriminator Loss: 1.3910... Generator Loss: 0.6915 Epoch 7/8... Discriminator Loss: 1.3880... Generator Loss: 0.8596 Epoch 7/8... Discriminator Loss: 1.3742... Generator Loss: 0.7668 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7980 Epoch 7/8... Discriminator Loss: 1.3810... Generator Loss: 0.8007 Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.7946 Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8131 Epoch 7/8... Discriminator Loss: 1.3718... Generator Loss: 0.7770 Epoch 7/8... Discriminator Loss: 1.3741... Generator Loss: 0.8392 Epoch 7/8... Discriminator Loss: 1.3746... Generator Loss: 0.7683 Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8343 Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.7501 Epoch 7/8... Discriminator Loss: 1.3724... Generator Loss: 0.8591 Epoch 7/8... Discriminator Loss: 1.3807... Generator Loss: 0.7332 Epoch 7/8... Discriminator Loss: 1.3868... Generator Loss: 0.8732 Epoch 7/8... Discriminator Loss: 1.3847... Generator Loss: 0.7156 Epoch 7/8... Discriminator Loss: 1.3823... Generator Loss: 0.8865
Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.7113 Epoch 7/8... Discriminator Loss: 1.3807... Generator Loss: 0.8891 Epoch 7/8... Discriminator Loss: 1.3850... Generator Loss: 0.7131 Epoch 7/8... Discriminator Loss: 1.3854... Generator Loss: 0.8952 Epoch 7/8... Discriminator Loss: 1.3822... Generator Loss: 0.7233 Epoch 7/8... Discriminator Loss: 1.3836... Generator Loss: 0.8780 Epoch 7/8... Discriminator Loss: 1.3885... Generator Loss: 0.7061 Epoch 7/8... Discriminator Loss: 1.3844... Generator Loss: 0.8691 Epoch 7/8... Discriminator Loss: 1.3825... Generator Loss: 0.7261 Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.8686 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7451 Epoch 7/8... Discriminator Loss: 1.3838... Generator Loss: 0.8290 Epoch 7/8... Discriminator Loss: 1.3815... Generator Loss: 0.7724 Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.8226 Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.7663 Epoch 7/8... Discriminator Loss: 1.3754... Generator Loss: 0.8250 Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.7603 Epoch 7/8... Discriminator Loss: 1.3812... Generator Loss: 0.8559 Epoch 7/8... Discriminator Loss: 1.3812... Generator Loss: 0.7134 Epoch 7/8... Discriminator Loss: 1.3871... Generator Loss: 0.9306
Epoch 7/8... Discriminator Loss: 1.3928... Generator Loss: 0.6556 Epoch 7/8... Discriminator Loss: 1.3896... Generator Loss: 0.9367 Epoch 7/8... Discriminator Loss: 1.3805... Generator Loss: 0.7225 Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.8470 Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.7633 Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.8230 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7781 Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.7878 Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.8384 Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.7539 Epoch 7/8... Discriminator Loss: 1.3815... Generator Loss: 0.8346 Epoch 7/8... Discriminator Loss: 1.3727... Generator Loss: 0.7822 Epoch 7/8... Discriminator Loss: 1.3761... Generator Loss: 0.8071 Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.7713 Epoch 7/8... Discriminator Loss: 1.3803... Generator Loss: 0.8383 Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.7594 Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.8495 Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7375 Epoch 7/8... Discriminator Loss: 1.3892... Generator Loss: 0.9461 Epoch 7/8... Discriminator Loss: 1.3884... Generator Loss: 0.6715
Epoch 7/8... Discriminator Loss: 1.3931... Generator Loss: 0.9606 Epoch 7/8... Discriminator Loss: 1.3884... Generator Loss: 0.6847 Epoch 7/8... Discriminator Loss: 1.3801... Generator Loss: 0.8434 Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.7731 Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.7998 Epoch 7/8... Discriminator Loss: 1.3734... Generator Loss: 0.7785 Epoch 7/8... Discriminator Loss: 1.3755... Generator Loss: 0.8097 Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.7832 Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.8049 Epoch 7/8... Discriminator Loss: 1.3759... Generator Loss: 0.7771 Epoch 7/8... Discriminator Loss: 1.3758... Generator Loss: 0.8360 Epoch 7/8... Discriminator Loss: 1.3840... Generator Loss: 0.7549 Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.8396 Epoch 7/8... Discriminator Loss: 1.3808... Generator Loss: 0.7422 Epoch 7/8... Discriminator Loss: 1.3847... Generator Loss: 0.8565 Epoch 7/8... Discriminator Loss: 1.3880... Generator Loss: 0.7011 Epoch 7/8... Discriminator Loss: 1.3930... Generator Loss: 0.9366 Epoch 7/8... Discriminator Loss: 1.3987... Generator Loss: 0.6486 Epoch 7/8... Discriminator Loss: 1.3895... Generator Loss: 0.9401 Epoch 7/8... Discriminator Loss: 1.3854... Generator Loss: 0.7011
Epoch 7/8... Discriminator Loss: 1.3850... Generator Loss: 0.8965 Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.7459 Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.8334 Epoch 7/8... Discriminator Loss: 1.3764... Generator Loss: 0.7619 Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.8483 Epoch 7/8... Discriminator Loss: 1.3819... Generator Loss: 0.7278 Epoch 7/8... Discriminator Loss: 1.3874... Generator Loss: 0.9000 Epoch 7/8... Discriminator Loss: 1.3863... Generator Loss: 0.6979 Epoch 7/8... Discriminator Loss: 1.3806... Generator Loss: 0.8663 Epoch 7/8... Discriminator Loss: 1.3801... Generator Loss: 0.7294 Epoch 7/8... Discriminator Loss: 1.3805... Generator Loss: 0.8549 Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.7605 Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.8244 Epoch 7/8... Discriminator Loss: 1.3737... Generator Loss: 0.7737 Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.8128 Epoch 7/8... Discriminator Loss: 1.3760... Generator Loss: 0.7998 Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.7931 Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.8207 Epoch 7/8... Discriminator Loss: 1.3824... Generator Loss: 0.7078 Epoch 7/8... Discriminator Loss: 1.3911... Generator Loss: 0.9530
Epoch 7/8... Discriminator Loss: 1.3837... Generator Loss: 0.6840 Epoch 7/8... Discriminator Loss: 1.3860... Generator Loss: 0.9185 Epoch 7/8... Discriminator Loss: 1.3815... Generator Loss: 0.7162 Epoch 7/8... Discriminator Loss: 1.3806... Generator Loss: 0.8535 Epoch 7/8... Discriminator Loss: 1.3753... Generator Loss: 0.7706 Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.8112 Epoch 7/8... Discriminator Loss: 1.3796... Generator Loss: 0.7886 Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.8169 Epoch 7/8... Discriminator Loss: 1.3738... Generator Loss: 0.7843 Epoch 7/8... Discriminator Loss: 1.3740... Generator Loss: 0.7933 Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.7821 Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.8461 Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.7439 Epoch 7/8... Discriminator Loss: 1.3760... Generator Loss: 0.8603 Epoch 7/8... Discriminator Loss: 1.3802... Generator Loss: 0.7516 Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.8626 Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.7106 Epoch 7/8... Discriminator Loss: 1.3972... Generator Loss: 0.9276 Epoch 7/8... Discriminator Loss: 1.3943... Generator Loss: 0.6495 Epoch 7/8... Discriminator Loss: 1.3919... Generator Loss: 0.9071
Epoch 7/8... Discriminator Loss: 1.3756... Generator Loss: 0.7510 Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.8109 Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7795 Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8145 Epoch 7/8... Discriminator Loss: 1.3742... Generator Loss: 0.7877 Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.8044 Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7909 Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.8058 Epoch 7/8... Discriminator Loss: 1.3747... Generator Loss: 0.7905 Epoch 7/8... Discriminator Loss: 1.3744... Generator Loss: 0.8156 Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7843 Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.8252 Epoch 7/8... Discriminator Loss: 1.3823... Generator Loss: 0.7229 Epoch 7/8... Discriminator Loss: 1.3884... Generator Loss: 0.9073 Epoch 7/8... Discriminator Loss: 1.4032... Generator Loss: 0.6461 Epoch 7/8... Discriminator Loss: 1.4278... Generator Loss: 1.0695 Epoch 7/8... Discriminator Loss: 1.3831... Generator Loss: 0.7067 Epoch 7/8... Discriminator Loss: 1.3754... Generator Loss: 0.8414 Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7717 Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.8091
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.7860 Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.8127 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7826 Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8169 Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.7682 Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8285 Epoch 7/8... Discriminator Loss: 1.3837... Generator Loss: 0.7451 Epoch 7/8... Discriminator Loss: 1.3795... Generator Loss: 0.8631 Epoch 7/8... Discriminator Loss: 1.3815... Generator Loss: 0.7177 Epoch 7/8... Discriminator Loss: 1.3867... Generator Loss: 0.9036 Epoch 7/8... Discriminator Loss: 1.3844... Generator Loss: 0.7024 Epoch 7/8... Discriminator Loss: 1.3815... Generator Loss: 0.8817 Epoch 7/8... Discriminator Loss: 1.3835... Generator Loss: 0.7304 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8440 Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.7584 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8345 Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.7615 Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.8177 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7755 Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.8162
Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7901 Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.8010 Epoch 7/8... Discriminator Loss: 1.3690... Generator Loss: 0.7931 Epoch 7/8... Discriminator Loss: 1.3703... Generator Loss: 0.8271 Epoch 7/8... Discriminator Loss: 1.3812... Generator Loss: 0.7595 Epoch 7/8... Discriminator Loss: 1.3817... Generator Loss: 0.8364 Epoch 7/8... Discriminator Loss: 1.3798... Generator Loss: 0.7393 Epoch 7/8... Discriminator Loss: 1.3824... Generator Loss: 0.8847 Epoch 7/8... Discriminator Loss: 1.3873... Generator Loss: 0.6952 Epoch 7/8... Discriminator Loss: 1.3853... Generator Loss: 0.9023 Epoch 7/8... Discriminator Loss: 1.3866... Generator Loss: 0.6985 Epoch 7/8... Discriminator Loss: 1.3854... Generator Loss: 0.8902 Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.7320 Epoch 7/8... Discriminator Loss: 1.3795... Generator Loss: 0.8588 Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7394 Epoch 7/8... Discriminator Loss: 1.3759... Generator Loss: 0.8480 Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.7634 Epoch 7/8... Discriminator Loss: 1.3748... Generator Loss: 0.8251 Epoch 7/8... Discriminator Loss: 1.3749... Generator Loss: 0.7649 Epoch 7/8... Discriminator Loss: 1.3809... Generator Loss: 0.8353
Epoch 7/8... Discriminator Loss: 1.3802... Generator Loss: 0.7631 Epoch 7/8... Discriminator Loss: 1.3804... Generator Loss: 0.8241 Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.7641 Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.8365 Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7651 Epoch 7/8... Discriminator Loss: 1.3760... Generator Loss: 0.8328 Epoch 7/8... Discriminator Loss: 1.3759... Generator Loss: 0.7626 Epoch 7/8... Discriminator Loss: 1.3765... Generator Loss: 0.8399 Epoch 7/8... Discriminator Loss: 1.3796... Generator Loss: 0.7457 Epoch 7/8... Discriminator Loss: 1.3821... Generator Loss: 0.8642 Epoch 7/8... Discriminator Loss: 1.3838... Generator Loss: 0.7192 Epoch 7/8... Discriminator Loss: 1.3840... Generator Loss: 0.8957 Epoch 7/8... Discriminator Loss: 1.3842... Generator Loss: 0.7036 Epoch 7/8... Discriminator Loss: 1.3861... Generator Loss: 0.8974 Epoch 7/8... Discriminator Loss: 1.3832... Generator Loss: 0.7146 Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.8727 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7390 Epoch 7/8... Discriminator Loss: 1.3785... Generator Loss: 0.8486 Epoch 7/8... Discriminator Loss: 1.3763... Generator Loss: 0.7629 Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.8377
Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.7597 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.8317 Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.7669 Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.8411 Epoch 7/8... Discriminator Loss: 1.3815... Generator Loss: 0.7403 Epoch 7/8... Discriminator Loss: 1.3806... Generator Loss: 0.8626 Epoch 7/8... Discriminator Loss: 1.3808... Generator Loss: 0.7295 Epoch 7/8... Discriminator Loss: 1.3790... Generator Loss: 0.8783 Epoch 7/8... Discriminator Loss: 1.3840... Generator Loss: 0.7189 Epoch 7/8... Discriminator Loss: 1.3851... Generator Loss: 0.8925 Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.7120 Epoch 7/8... Discriminator Loss: 1.3799... Generator Loss: 0.8780 Epoch 7/8... Discriminator Loss: 1.3799... Generator Loss: 0.7275 Epoch 7/8... Discriminator Loss: 1.3809... Generator Loss: 0.8809 Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.7147 Epoch 7/8... Discriminator Loss: 1.3828... Generator Loss: 0.8712 Epoch 7/8... Discriminator Loss: 1.3816... Generator Loss: 0.7317 Epoch 7/8... Discriminator Loss: 1.3800... Generator Loss: 0.8496 Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.7525 Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.8351
Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.7640 Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.8299 Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.7614 Epoch 7/8... Discriminator Loss: 1.3796... Generator Loss: 0.8433 Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.7327 Epoch 7/8... Discriminator Loss: 1.3792... Generator Loss: 0.8519 Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.7539 Epoch 7/8... Discriminator Loss: 1.3810... Generator Loss: 0.8544 Epoch 7/8... Discriminator Loss: 1.3795... Generator Loss: 0.7319 Epoch 7/8... Discriminator Loss: 1.3833... Generator Loss: 0.8831 Epoch 7/8... Discriminator Loss: 1.3865... Generator Loss: 0.6992 Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.9080 Epoch 7/8... Discriminator Loss: 1.3827... Generator Loss: 0.7272 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.8610 Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.7448 Epoch 7/8... Discriminator Loss: 1.3793... Generator Loss: 0.8302 Epoch 7/8... Discriminator Loss: 1.3719... Generator Loss: 0.7553 Epoch 7/8... Discriminator Loss: 1.3875... Generator Loss: 0.8485 Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.7272 Epoch 7/8... Discriminator Loss: 1.3964... Generator Loss: 0.9462
Epoch 7/8... Discriminator Loss: 1.3936... Generator Loss: 0.6641 Epoch 7/8... Discriminator Loss: 1.3842... Generator Loss: 0.9029 Epoch 7/8... Discriminator Loss: 1.3806... Generator Loss: 0.7304 Epoch 7/8... Discriminator Loss: 1.3756... Generator Loss: 0.8380 Epoch 7/8... Discriminator Loss: 1.3784... Generator Loss: 0.7773 Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.8224 Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.7524 Epoch 7/8... Discriminator Loss: 1.3831... Generator Loss: 0.8910 Epoch 7/8... Discriminator Loss: 1.3877... Generator Loss: 0.6912 Epoch 7/8... Discriminator Loss: 1.3936... Generator Loss: 0.9215 Epoch 7/8... Discriminator Loss: 1.3833... Generator Loss: 0.6997 Epoch 7/8... Discriminator Loss: 1.3821... Generator Loss: 0.8606 Epoch 7/8... Discriminator Loss: 1.3812... Generator Loss: 0.7480 Epoch 7/8... Discriminator Loss: 1.3840... Generator Loss: 0.8380 Epoch 7/8... Discriminator Loss: 1.3824... Generator Loss: 0.7438 Epoch 7/8... Discriminator Loss: 1.3820... Generator Loss: 0.8760 Epoch 7/8... Discriminator Loss: 1.3805... Generator Loss: 0.7255 Epoch 7/8... Discriminator Loss: 1.3851... Generator Loss: 0.8700 Epoch 7/8... Discriminator Loss: 1.3792... Generator Loss: 0.7391 Epoch 7/8... Discriminator Loss: 1.3792... Generator Loss: 0.8424
Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.7564 Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.8405 Epoch 7/8... Discriminator Loss: 1.3815... Generator Loss: 0.7335 Epoch 7/8... Discriminator Loss: 1.3817... Generator Loss: 0.8888 Epoch 7/8... Discriminator Loss: 1.3877... Generator Loss: 0.6855 Epoch 7/8... Discriminator Loss: 1.3908... Generator Loss: 0.9193 Epoch 7/8... Discriminator Loss: 1.3834... Generator Loss: 0.7141 Epoch 7/8... Discriminator Loss: 1.3794... Generator Loss: 0.8528 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7595 Epoch 7/8... Discriminator Loss: 1.3774... Generator Loss: 0.8180 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7707 Epoch 7/8... Discriminator Loss: 1.3824... Generator Loss: 0.8464 Epoch 7/8... Discriminator Loss: 1.3789... Generator Loss: 0.7354 Epoch 7/8... Discriminator Loss: 1.3794... Generator Loss: 0.8606 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7121 Epoch 7/8... Discriminator Loss: 1.3844... Generator Loss: 0.9226 Epoch 7/8... Discriminator Loss: 1.3846... Generator Loss: 0.7016 Epoch 7/8... Discriminator Loss: 1.3809... Generator Loss: 0.9037 Epoch 7/8... Discriminator Loss: 1.3883... Generator Loss: 0.7063 Epoch 7/8... Discriminator Loss: 1.3818... Generator Loss: 0.8703
Epoch 7/8... Discriminator Loss: 1.3801... Generator Loss: 0.7434 Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.8320 Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.7717 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.8270 Epoch 7/8... Discriminator Loss: 1.3786... Generator Loss: 0.7847 Epoch 7/8... Discriminator Loss: 1.3787... Generator Loss: 0.8059 Epoch 7/8... Discriminator Loss: 1.3749... Generator Loss: 0.7846 Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.8146 Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.7832 Epoch 7/8... Discriminator Loss: 1.3792... Generator Loss: 0.8043 Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.7950 Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.7990 Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.7944 Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.8092 Epoch 7/8... Discriminator Loss: 1.3769... Generator Loss: 0.7882 Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.8068 Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.7847 Epoch 7/8... Discriminator Loss: 1.3741... Generator Loss: 0.8226 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.7603 Epoch 7/8... Discriminator Loss: 1.3830... Generator Loss: 0.8670
Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.7025 Epoch 7/8... Discriminator Loss: 1.3891... Generator Loss: 0.9240 Epoch 7/8... Discriminator Loss: 1.3871... Generator Loss: 0.6878 Epoch 7/8... Discriminator Loss: 1.3852... Generator Loss: 0.9053 Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.7177 Epoch 7/8... Discriminator Loss: 1.3850... Generator Loss: 0.8643 Epoch 7/8... Discriminator Loss: 1.3843... Generator Loss: 0.7188 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.8431 Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.7756 Epoch 7/8... Discriminator Loss: 1.3773... Generator Loss: 0.8208 Epoch 7/8... Discriminator Loss: 1.3791... Generator Loss: 0.7756 Epoch 7/8... Discriminator Loss: 1.3775... Generator Loss: 0.8345 Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.7569 Epoch 7/8... Discriminator Loss: 1.3850... Generator Loss: 0.8790 Epoch 7/8... Discriminator Loss: 1.3881... Generator Loss: 0.6963 Epoch 7/8... Discriminator Loss: 1.3869... Generator Loss: 0.9163 Epoch 7/8... Discriminator Loss: 1.3833... Generator Loss: 0.6966 Epoch 7/8... Discriminator Loss: 1.3821... Generator Loss: 0.8986 Epoch 7/8... Discriminator Loss: 1.3829... Generator Loss: 0.7193 Epoch 7/8... Discriminator Loss: 1.3805... Generator Loss: 0.8611
Epoch 7/8... Discriminator Loss: 1.3767... Generator Loss: 0.7477 Epoch 7/8... Discriminator Loss: 1.3782... Generator Loss: 0.8815 Epoch 7/8... Discriminator Loss: 1.3831... Generator Loss: 0.7047 Epoch 7/8... Discriminator Loss: 1.4088... Generator Loss: 0.9990 Epoch 7/8... Discriminator Loss: 1.3868... Generator Loss: 0.6664 Epoch 7/8... Discriminator Loss: 1.4017... Generator Loss: 1.0193 Epoch 7/8... Discriminator Loss: 1.3947... Generator Loss: 0.6696 Epoch 7/8... Discriminator Loss: 1.3768... Generator Loss: 0.8378 Epoch 7/8... Discriminator Loss: 1.3754... Generator Loss: 0.7769 Epoch 7/8... Discriminator Loss: 1.3744... Generator Loss: 0.8163 Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.7850 Epoch 7/8... Discriminator Loss: 1.3747... Generator Loss: 0.8037 Epoch 7/8... Discriminator Loss: 1.3778... Generator Loss: 0.8113 Epoch 7/8... Discriminator Loss: 1.3781... Generator Loss: 0.7760 Epoch 7/8... Discriminator Loss: 1.3779... Generator Loss: 0.8274 Epoch 7/8... Discriminator Loss: 1.3783... Generator Loss: 0.7754 Epoch 7/8... Discriminator Loss: 1.3832... Generator Loss: 0.8062 Epoch 7/8... Discriminator Loss: 1.3813... Generator Loss: 0.7731 Epoch 7/8... Discriminator Loss: 1.3762... Generator Loss: 0.8383 Epoch 7/8... Discriminator Loss: 1.3756... Generator Loss: 0.7642
Epoch 7/8... Discriminator Loss: 1.3755... Generator Loss: 0.8279 Epoch 7/8... Discriminator Loss: 1.3748... Generator Loss: 0.7589 Epoch 7/8... Discriminator Loss: 1.3871... Generator Loss: 0.8916 Epoch 7/8... Discriminator Loss: 1.3889... Generator Loss: 0.6816 Epoch 7/8... Discriminator Loss: 1.3912... Generator Loss: 0.9300 Epoch 7/8... Discriminator Loss: 1.3876... Generator Loss: 0.6922 Epoch 7/8... Discriminator Loss: 1.3856... Generator Loss: 0.8762 Epoch 7/8... Discriminator Loss: 1.3752... Generator Loss: 0.7453 Epoch 7/8... Discriminator Loss: 1.3735... Generator Loss: 0.8366 Epoch 7/8... Discriminator Loss: 1.3746... Generator Loss: 0.7849 Epoch 7/8... Discriminator Loss: 1.3777... Generator Loss: 0.8069 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8026 Epoch 8/8... Discriminator Loss: 1.3801... Generator Loss: 0.7655 Epoch 8/8... Discriminator Loss: 1.3802... Generator Loss: 0.8292 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7539 Epoch 8/8... Discriminator Loss: 1.3845... Generator Loss: 0.8641 Epoch 8/8... Discriminator Loss: 1.3825... Generator Loss: 0.7230 Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8840 Epoch 8/8... Discriminator Loss: 1.3809... Generator Loss: 0.7301 Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.8631
Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7478 Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.8401 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7636 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.8194 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7702 Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.8133 Epoch 8/8... Discriminator Loss: 1.3737... Generator Loss: 0.7745 Epoch 8/8... Discriminator Loss: 1.3824... Generator Loss: 0.8479 Epoch 8/8... Discriminator Loss: 1.3876... Generator Loss: 0.7040 Epoch 8/8... Discriminator Loss: 1.3922... Generator Loss: 0.9148 Epoch 8/8... Discriminator Loss: 1.3870... Generator Loss: 0.6852 Epoch 8/8... Discriminator Loss: 1.3841... Generator Loss: 0.8982 Epoch 8/8... Discriminator Loss: 1.3862... Generator Loss: 0.7017 Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.8745 Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7452 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8328 Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7745 Epoch 8/8... Discriminator Loss: 1.3825... Generator Loss: 0.8120 Epoch 8/8... Discriminator Loss: 1.3797... Generator Loss: 0.7656 Epoch 8/8... Discriminator Loss: 1.3731... Generator Loss: 0.8593
Epoch 8/8... Discriminator Loss: 1.3883... Generator Loss: 0.6895 Epoch 8/8... Discriminator Loss: 1.3937... Generator Loss: 0.9654 Epoch 8/8... Discriminator Loss: 1.3869... Generator Loss: 0.6845 Epoch 8/8... Discriminator Loss: 1.3808... Generator Loss: 0.8724 Epoch 8/8... Discriminator Loss: 1.3798... Generator Loss: 0.7551 Epoch 8/8... Discriminator Loss: 1.3796... Generator Loss: 0.8276 Epoch 8/8... Discriminator Loss: 1.3758... Generator Loss: 0.7738 Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.8365 Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.7589 Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.8378 Epoch 8/8... Discriminator Loss: 1.3755... Generator Loss: 0.7535 Epoch 8/8... Discriminator Loss: 1.3753... Generator Loss: 0.8367 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7703 Epoch 8/8... Discriminator Loss: 1.3805... Generator Loss: 0.8248 Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.7757 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.8228 Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7629 Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.8381 Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7539 Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.8341
Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.7636 Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.8363 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.7533 Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8425 Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7493 Epoch 8/8... Discriminator Loss: 1.3749... Generator Loss: 0.8603 Epoch 8/8... Discriminator Loss: 1.3915... Generator Loss: 0.6790 Epoch 8/8... Discriminator Loss: 1.3878... Generator Loss: 0.9245 Epoch 8/8... Discriminator Loss: 1.3918... Generator Loss: 0.6770 Epoch 8/8... Discriminator Loss: 1.3830... Generator Loss: 0.8935 Epoch 8/8... Discriminator Loss: 1.3795... Generator Loss: 0.7374 Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.8513 Epoch 8/8... Discriminator Loss: 1.3761... Generator Loss: 0.7609 Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.8161 Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.7741 Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.8211 Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7738 Epoch 8/8... Discriminator Loss: 1.3759... Generator Loss: 0.8246 Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7617 Epoch 8/8... Discriminator Loss: 1.3798... Generator Loss: 0.8556
Epoch 8/8... Discriminator Loss: 1.3847... Generator Loss: 0.7269 Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8686 Epoch 8/8... Discriminator Loss: 1.3834... Generator Loss: 0.7230 Epoch 8/8... Discriminator Loss: 1.3798... Generator Loss: 0.8791 Epoch 8/8... Discriminator Loss: 1.3825... Generator Loss: 0.7180 Epoch 8/8... Discriminator Loss: 1.3814... Generator Loss: 0.8882 Epoch 8/8... Discriminator Loss: 1.3827... Generator Loss: 0.7251 Epoch 8/8... Discriminator Loss: 1.3807... Generator Loss: 0.8920 Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.7140 Epoch 8/8... Discriminator Loss: 1.3820... Generator Loss: 0.8868 Epoch 8/8... Discriminator Loss: 1.3829... Generator Loss: 0.7340 Epoch 8/8... Discriminator Loss: 1.3830... Generator Loss: 0.8590 Epoch 8/8... Discriminator Loss: 1.3831... Generator Loss: 0.7278 Epoch 8/8... Discriminator Loss: 1.3888... Generator Loss: 0.9330 Epoch 8/8... Discriminator Loss: 1.4053... Generator Loss: 0.6336 Epoch 8/8... Discriminator Loss: 1.3882... Generator Loss: 0.9290 Epoch 8/8... Discriminator Loss: 1.3805... Generator Loss: 0.7344 Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.8327 Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.7680 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.8215
Epoch 8/8... Discriminator Loss: 1.3747... Generator Loss: 0.7811 Epoch 8/8... Discriminator Loss: 1.3754... Generator Loss: 0.8215 Epoch 8/8... Discriminator Loss: 1.3754... Generator Loss: 0.7791 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8146 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7793 Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.8132 Epoch 8/8... Discriminator Loss: 1.3795... Generator Loss: 0.7751 Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8269 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.7536 Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.8569 Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7448 Epoch 8/8... Discriminator Loss: 1.3809... Generator Loss: 0.8619 Epoch 8/8... Discriminator Loss: 1.3808... Generator Loss: 0.7327 Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.8676 Epoch 8/8... Discriminator Loss: 1.3807... Generator Loss: 0.7352 Epoch 8/8... Discriminator Loss: 1.3803... Generator Loss: 0.8614 Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7466 Epoch 8/8... Discriminator Loss: 1.3799... Generator Loss: 0.8421 Epoch 8/8... Discriminator Loss: 1.3797... Generator Loss: 0.7587 Epoch 8/8... Discriminator Loss: 1.3752... Generator Loss: 0.8308
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7729 Epoch 8/8... Discriminator Loss: 1.3751... Generator Loss: 0.8187 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7829 Epoch 8/8... Discriminator Loss: 1.3759... Generator Loss: 0.8111 Epoch 8/8... Discriminator Loss: 1.3762... Generator Loss: 0.7802 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8110 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7812 Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.8331 Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.7503 Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.8508 Epoch 8/8... Discriminator Loss: 1.3797... Generator Loss: 0.7250 Epoch 8/8... Discriminator Loss: 1.3854... Generator Loss: 0.8941 Epoch 8/8... Discriminator Loss: 1.3873... Generator Loss: 0.6972 Epoch 8/8... Discriminator Loss: 1.3853... Generator Loss: 0.9090 Epoch 8/8... Discriminator Loss: 1.3827... Generator Loss: 0.7080 Epoch 8/8... Discriminator Loss: 1.3812... Generator Loss: 0.8791 Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.7377 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.8513 Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.7530 Epoch 8/8... Discriminator Loss: 1.3800... Generator Loss: 0.8290
Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7661 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8368 Epoch 8/8... Discriminator Loss: 1.3800... Generator Loss: 0.7534 Epoch 8/8... Discriminator Loss: 1.3820... Generator Loss: 0.8496 Epoch 8/8... Discriminator Loss: 1.3800... Generator Loss: 0.7292 Epoch 8/8... Discriminator Loss: 1.3810... Generator Loss: 0.8740 Epoch 8/8... Discriminator Loss: 1.3847... Generator Loss: 0.7193 Epoch 8/8... Discriminator Loss: 1.3839... Generator Loss: 0.8957 Epoch 8/8... Discriminator Loss: 1.3849... Generator Loss: 0.7054 Epoch 8/8... Discriminator Loss: 1.3852... Generator Loss: 0.8864 Epoch 8/8... Discriminator Loss: 1.3848... Generator Loss: 0.7108 Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.8858 Epoch 8/8... Discriminator Loss: 1.3755... Generator Loss: 0.7444 Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.8361 Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.7575 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.8346 Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.7574 Epoch 8/8... Discriminator Loss: 1.3756... Generator Loss: 0.8502 Epoch 8/8... Discriminator Loss: 1.3812... Generator Loss: 0.7337 Epoch 8/8... Discriminator Loss: 1.3816... Generator Loss: 0.8875
Epoch 8/8... Discriminator Loss: 1.3888... Generator Loss: 0.6841 Epoch 8/8... Discriminator Loss: 1.3877... Generator Loss: 0.9242 Epoch 8/8... Discriminator Loss: 1.3816... Generator Loss: 0.7100 Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.8625 Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7509 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8282 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7726 Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.8152 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7765 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8199 Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7620 Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8396 Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7571 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.8442 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7451 Epoch 8/8... Discriminator Loss: 1.3830... Generator Loss: 0.8648 Epoch 8/8... Discriminator Loss: 1.3826... Generator Loss: 0.7307 Epoch 8/8... Discriminator Loss: 1.3816... Generator Loss: 0.8563 Epoch 8/8... Discriminator Loss: 1.3815... Generator Loss: 0.7317 Epoch 8/8... Discriminator Loss: 1.3804... Generator Loss: 0.8819
Epoch 8/8... Discriminator Loss: 1.3838... Generator Loss: 0.7133 Epoch 8/8... Discriminator Loss: 1.3841... Generator Loss: 0.8843 Epoch 8/8... Discriminator Loss: 1.3807... Generator Loss: 0.7349 Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.8393 Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.7677 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8196 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7693 Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.8364 Epoch 8/8... Discriminator Loss: 1.3800... Generator Loss: 0.7378 Epoch 8/8... Discriminator Loss: 1.3818... Generator Loss: 0.8997 Epoch 8/8... Discriminator Loss: 1.3909... Generator Loss: 0.6722 Epoch 8/8... Discriminator Loss: 1.3929... Generator Loss: 0.9496 Epoch 8/8... Discriminator Loss: 1.3855... Generator Loss: 0.7016 Epoch 8/8... Discriminator Loss: 1.3802... Generator Loss: 0.8564 Epoch 8/8... Discriminator Loss: 1.3954... Generator Loss: 0.6627 Epoch 8/8... Discriminator Loss: 1.4029... Generator Loss: 0.9880 Epoch 8/8... Discriminator Loss: 1.3911... Generator Loss: 0.6761 Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.8615 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7681 Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.8167
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7816 Epoch 8/8... Discriminator Loss: 1.3756... Generator Loss: 0.8102 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7888 Epoch 8/8... Discriminator Loss: 1.3744... Generator Loss: 0.8078 Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.7856 Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.8074 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7745 Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.8305 Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.7610 Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.8274 Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7548 Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.8485 Epoch 8/8... Discriminator Loss: 1.3819... Generator Loss: 0.7322 Epoch 8/8... Discriminator Loss: 1.3846... Generator Loss: 0.8790 Epoch 8/8... Discriminator Loss: 1.3825... Generator Loss: 0.7154 Epoch 8/8... Discriminator Loss: 1.3820... Generator Loss: 0.8810 Epoch 8/8... Discriminator Loss: 1.3816... Generator Loss: 0.7336 Epoch 8/8... Discriminator Loss: 1.3821... Generator Loss: 0.8619 Epoch 8/8... Discriminator Loss: 1.3796... Generator Loss: 0.7413 Epoch 8/8... Discriminator Loss: 1.3863... Generator Loss: 0.8936
Epoch 8/8... Discriminator Loss: 1.3868... Generator Loss: 0.6870 Epoch 8/8... Discriminator Loss: 1.3881... Generator Loss: 0.9290 Epoch 8/8... Discriminator Loss: 1.3819... Generator Loss: 0.7129 Epoch 8/8... Discriminator Loss: 1.3810... Generator Loss: 0.8570 Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7596 Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.8208 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7887 Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.8017 Epoch 8/8... Discriminator Loss: 1.3754... Generator Loss: 0.7909 Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.8023 Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.7974 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7891 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.8140 Epoch 8/8... Discriminator Loss: 1.3725... Generator Loss: 0.7840 Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.8153 Epoch 8/8... Discriminator Loss: 1.3745... Generator Loss: 0.7840 Epoch 8/8... Discriminator Loss: 1.3746... Generator Loss: 0.8041 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.8042 Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7844 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8039
Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7791 Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.8363 Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.7372 Epoch 8/8... Discriminator Loss: 1.3942... Generator Loss: 0.9335 Epoch 8/8... Discriminator Loss: 1.3987... Generator Loss: 0.6536 Epoch 8/8... Discriminator Loss: 1.3869... Generator Loss: 0.9247 Epoch 8/8... Discriminator Loss: 1.3730... Generator Loss: 0.7384 Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.8441 Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.7536 Epoch 8/8... Discriminator Loss: 1.3855... Generator Loss: 0.8882 Epoch 8/8... Discriminator Loss: 1.3866... Generator Loss: 0.6989 Epoch 8/8... Discriminator Loss: 1.3826... Generator Loss: 0.8900 Epoch 8/8... Discriminator Loss: 1.3798... Generator Loss: 0.7377 Epoch 8/8... Discriminator Loss: 1.3795... Generator Loss: 0.8500 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7483 Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.8536 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7452 Epoch 8/8... Discriminator Loss: 1.3810... Generator Loss: 0.8591 Epoch 8/8... Discriminator Loss: 1.3826... Generator Loss: 0.7297 Epoch 8/8... Discriminator Loss: 1.3835... Generator Loss: 0.8852
Epoch 8/8... Discriminator Loss: 1.3867... Generator Loss: 0.7039 Epoch 8/8... Discriminator Loss: 1.3872... Generator Loss: 0.9045 Epoch 8/8... Discriminator Loss: 1.3900... Generator Loss: 0.6824 Epoch 8/8... Discriminator Loss: 1.3853... Generator Loss: 0.9081 Epoch 8/8... Discriminator Loss: 1.3803... Generator Loss: 0.7195 Epoch 8/8... Discriminator Loss: 1.3821... Generator Loss: 0.8659 Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7391 Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.8451 Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.7501 Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.8382 Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.7677 Epoch 8/8... Discriminator Loss: 1.3761... Generator Loss: 0.8176 Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.7896 Epoch 8/8... Discriminator Loss: 1.3805... Generator Loss: 0.7992 Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.7761 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8214 Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.7682 Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8346 Epoch 8/8... Discriminator Loss: 1.3798... Generator Loss: 0.7310 Epoch 8/8... Discriminator Loss: 1.3881... Generator Loss: 0.9247
Epoch 8/8... Discriminator Loss: 1.3879... Generator Loss: 0.6809 Epoch 8/8... Discriminator Loss: 1.3852... Generator Loss: 0.9042 Epoch 8/8... Discriminator Loss: 1.3813... Generator Loss: 0.7331 Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.8489 Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.7598 Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.8339 Epoch 8/8... Discriminator Loss: 1.3812... Generator Loss: 0.7563 Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8469 Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.7467 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.8567 Epoch 8/8... Discriminator Loss: 1.3817... Generator Loss: 0.7251 Epoch 8/8... Discriminator Loss: 1.3803... Generator Loss: 0.8707 Epoch 8/8... Discriminator Loss: 1.3839... Generator Loss: 0.7274 Epoch 8/8... Discriminator Loss: 1.3805... Generator Loss: 0.8536 Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7396 Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8591 Epoch 8/8... Discriminator Loss: 1.3799... Generator Loss: 0.7441 Epoch 8/8... Discriminator Loss: 1.3809... Generator Loss: 0.8532 Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.7483 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.8411
Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.7609 Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.8359 Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7627 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8322 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7568 Epoch 8/8... Discriminator Loss: 1.3810... Generator Loss: 0.8520 Epoch 8/8... Discriminator Loss: 1.3816... Generator Loss: 0.7293 Epoch 8/8... Discriminator Loss: 1.3813... Generator Loss: 0.8804 Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.7313 Epoch 8/8... Discriminator Loss: 1.3807... Generator Loss: 0.8618 Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.7412 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8513 Epoch 8/8... Discriminator Loss: 1.3813... Generator Loss: 0.7340 Epoch 8/8... Discriminator Loss: 1.3828... Generator Loss: 0.8997 Epoch 8/8... Discriminator Loss: 1.3939... Generator Loss: 0.6683 Epoch 8/8... Discriminator Loss: 1.3883... Generator Loss: 0.9107 Epoch 8/8... Discriminator Loss: 1.3812... Generator Loss: 0.7281 Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.8458 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7687 Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.8223
Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7780 Epoch 8/8... Discriminator Loss: 1.3758... Generator Loss: 0.8176 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7767 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8133 Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.7778 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.8227 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7676 Epoch 8/8... Discriminator Loss: 1.3716... Generator Loss: 0.8278 Epoch 8/8... Discriminator Loss: 1.3810... Generator Loss: 0.7546 Epoch 8/8... Discriminator Loss: 1.3809... Generator Loss: 0.8798 Epoch 8/8... Discriminator Loss: 1.3993... Generator Loss: 0.6510 Epoch 8/8... Discriminator Loss: 1.3989... Generator Loss: 0.9781 Epoch 8/8... Discriminator Loss: 1.3838... Generator Loss: 0.7001 Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.8491 Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7467 Epoch 8/8... Discriminator Loss: 1.3808... Generator Loss: 0.8419 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.7623 Epoch 8/8... Discriminator Loss: 1.3829... Generator Loss: 0.8566 Epoch 8/8... Discriminator Loss: 1.3887... Generator Loss: 0.6835 Epoch 8/8... Discriminator Loss: 1.3893... Generator Loss: 0.9357
Epoch 8/8... Discriminator Loss: 1.3824... Generator Loss: 0.7056 Epoch 8/8... Discriminator Loss: 1.3820... Generator Loss: 0.8702 Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.7575 Epoch 8/8... Discriminator Loss: 1.3756... Generator Loss: 0.8210 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7922 Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.7931 Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.8133 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7808 Epoch 8/8... Discriminator Loss: 1.3750... Generator Loss: 0.8277 Epoch 8/8... Discriminator Loss: 1.3819... Generator Loss: 0.7413 Epoch 8/8... Discriminator Loss: 1.3825... Generator Loss: 0.8885 Epoch 8/8... Discriminator Loss: 1.3833... Generator Loss: 0.7070 Epoch 8/8... Discriminator Loss: 1.3830... Generator Loss: 0.9068 Epoch 8/8... Discriminator Loss: 1.3838... Generator Loss: 0.7118 Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.8771 Epoch 8/8... Discriminator Loss: 1.3823... Generator Loss: 0.7160 Epoch 8/8... Discriminator Loss: 1.3819... Generator Loss: 0.8829 Epoch 8/8... Discriminator Loss: 1.3829... Generator Loss: 0.7301 Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.8361 Epoch 8/8... Discriminator Loss: 1.3755... Generator Loss: 0.7613
Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.8444 Epoch 8/8... Discriminator Loss: 1.3815... Generator Loss: 0.7411 Epoch 8/8... Discriminator Loss: 1.3812... Generator Loss: 0.8626 Epoch 8/8... Discriminator Loss: 1.3818... Generator Loss: 0.7304 Epoch 8/8... Discriminator Loss: 1.3808... Generator Loss: 0.8724 Epoch 8/8... Discriminator Loss: 1.3806... Generator Loss: 0.7367 Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.8553 Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7535 Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.8365 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7635 Epoch 8/8... Discriminator Loss: 1.3753... Generator Loss: 0.8423 Epoch 8/8... Discriminator Loss: 1.3800... Generator Loss: 0.7417 Epoch 8/8... Discriminator Loss: 1.3901... Generator Loss: 0.8975 Epoch 8/8... Discriminator Loss: 1.3890... Generator Loss: 0.6691 Epoch 8/8... Discriminator Loss: 1.3974... Generator Loss: 0.9687 Epoch 8/8... Discriminator Loss: 1.3870... Generator Loss: 0.6986 Epoch 8/8... Discriminator Loss: 1.3796... Generator Loss: 0.8558 Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.7657 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.8054 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7913
Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8096 Epoch 8/8... Discriminator Loss: 1.3761... Generator Loss: 0.7877 Epoch 8/8... Discriminator Loss: 1.3758... Generator Loss: 0.8108 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7838 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8094 Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.7828 Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.8170 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7710 Epoch 8/8... Discriminator Loss: 1.3817... Generator Loss: 0.8313 Epoch 8/8... Discriminator Loss: 1.3892... Generator Loss: 0.6885 Epoch 8/8... Discriminator Loss: 1.3929... Generator Loss: 0.9436 Epoch 8/8... Discriminator Loss: 1.3966... Generator Loss: 0.6508 Epoch 8/8... Discriminator Loss: 1.3852... Generator Loss: 0.9055 Epoch 8/8... Discriminator Loss: 1.3797... Generator Loss: 0.7642 Epoch 8/8... Discriminator Loss: 1.3734... Generator Loss: 0.8194 Epoch 8/8... Discriminator Loss: 1.3935... Generator Loss: 0.7557 Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.8168 Epoch 8/8... Discriminator Loss: 1.4091... Generator Loss: 0.6296 Epoch 8/8... Discriminator Loss: 1.4569... Generator Loss: 1.1434 Epoch 8/8... Discriminator Loss: 1.3815... Generator Loss: 0.7218
Epoch 8/8... Discriminator Loss: 1.3747... Generator Loss: 0.8471 Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.7760 Epoch 8/8... Discriminator Loss: 1.3802... Generator Loss: 0.8006 Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.7881 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7990 Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.7987 Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.7906 Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8062 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7957 Epoch 8/8... Discriminator Loss: 1.3731... Generator Loss: 0.7995 Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7754 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8130 Epoch 8/8... Discriminator Loss: 1.3843... Generator Loss: 0.7533 Epoch 8/8... Discriminator Loss: 1.3829... Generator Loss: 0.8776 Epoch 8/8... Discriminator Loss: 1.3952... Generator Loss: 0.6576 Epoch 8/8... Discriminator Loss: 1.3857... Generator Loss: 0.9145 Epoch 8/8... Discriminator Loss: 1.3799... Generator Loss: 0.7399 Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.8366 Epoch 8/8... Discriminator Loss: 1.3748... Generator Loss: 0.7747 Epoch 8/8... Discriminator Loss: 1.3757... Generator Loss: 0.8120
Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7875 Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.8027 Epoch 8/8... Discriminator Loss: 1.3756... Generator Loss: 0.7952 Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.7977 Epoch 8/8... Discriminator Loss: 1.3757... Generator Loss: 0.7915 Epoch 8/8... Discriminator Loss: 1.3754... Generator Loss: 0.8138 Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7811 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.8191 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7688 Epoch 8/8... Discriminator Loss: 1.3762... Generator Loss: 0.8311 Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.7641 Epoch 8/8... Discriminator Loss: 1.3783... Generator Loss: 0.8280 Epoch 8/8... Discriminator Loss: 1.3797... Generator Loss: 0.7629 Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.8334 Epoch 8/8... Discriminator Loss: 1.3803... Generator Loss: 0.7591 Epoch 8/8... Discriminator Loss: 1.3804... Generator Loss: 0.8359 Epoch 8/8... Discriminator Loss: 1.3759... Generator Loss: 0.7660 Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.8422 Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.7408 Epoch 8/8... Discriminator Loss: 1.3827... Generator Loss: 0.8858
Epoch 8/8... Discriminator Loss: 1.3869... Generator Loss: 0.6886 Epoch 8/8... Discriminator Loss: 1.3911... Generator Loss: 0.9353 Epoch 8/8... Discriminator Loss: 1.3850... Generator Loss: 0.7082 Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.8530 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.7714 Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8163 Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.7887 Epoch 8/8... Discriminator Loss: 1.3758... Generator Loss: 0.8024 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.7994 Epoch 8/8... Discriminator Loss: 1.3734... Generator Loss: 0.7868 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.8044 Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.7622 Epoch 8/8... Discriminator Loss: 1.3811... Generator Loss: 0.8590 Epoch 8/8... Discriminator Loss: 1.3832... Generator Loss: 0.7115 Epoch 8/8... Discriminator Loss: 1.3889... Generator Loss: 0.9237 Epoch 8/8... Discriminator Loss: 1.3854... Generator Loss: 0.6972 Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8762 Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.7455 Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.8356 Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.7773
Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.8134 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.7953 Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.8000 Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.7962 Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7987 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7976 Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.7981 Epoch 8/8... Discriminator Loss: 1.3756... Generator Loss: 0.7902 Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.7852 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.8186 Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.7791 Epoch 8/8... Discriminator Loss: 1.3748... Generator Loss: 0.8192 Epoch 8/8... Discriminator Loss: 1.3789... Generator Loss: 0.7678 Epoch 8/8... Discriminator Loss: 1.3795... Generator Loss: 0.8204 Epoch 8/8... Discriminator Loss: 1.3796... Generator Loss: 0.7803 Epoch 8/8... Discriminator Loss: 1.3809... Generator Loss: 0.7828 Epoch 8/8... Discriminator Loss: 1.3815... Generator Loss: 0.8809 Epoch 8/8... Discriminator Loss: 1.4249... Generator Loss: 0.5800 Epoch 8/8... Discriminator Loss: 1.4020... Generator Loss: 0.9783 Epoch 8/8... Discriminator Loss: 1.3798... Generator Loss: 0.7291
Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8307 Epoch 8/8... Discriminator Loss: 1.3751... Generator Loss: 0.7829 Epoch 8/8... Discriminator Loss: 1.3755... Generator Loss: 0.8068 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7898 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.8065 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7880 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8057 Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7934 Epoch 8/8... Discriminator Loss: 1.3751... Generator Loss: 0.8049 Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.7886 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.8078 Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7878 Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.8171 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7775 Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.8214 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7701 Epoch 8/8... Discriminator Loss: 1.3795... Generator Loss: 0.8462 Epoch 8/8... Discriminator Loss: 1.3807... Generator Loss: 0.7426 Epoch 8/8... Discriminator Loss: 1.3797... Generator Loss: 0.8568 Epoch 8/8... Discriminator Loss: 1.3808... Generator Loss: 0.7272
Epoch 8/8... Discriminator Loss: 1.3871... Generator Loss: 0.8966 Epoch 8/8... Discriminator Loss: 1.3880... Generator Loss: 0.6814 Epoch 8/8... Discriminator Loss: 1.3982... Generator Loss: 0.8763 Epoch 8/8... Discriminator Loss: 1.3816... Generator Loss: 0.7214 Epoch 8/8... Discriminator Loss: 1.3808... Generator Loss: 0.8478 Epoch 8/8... Discriminator Loss: 1.3795... Generator Loss: 0.7558 Epoch 8/8... Discriminator Loss: 1.3816... Generator Loss: 0.8472 Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.7501 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.8387 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7651 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.8365 Epoch 8/8... Discriminator Loss: 1.3766... Generator Loss: 0.7646 Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.8459 Epoch 8/8... Discriminator Loss: 1.3796... Generator Loss: 0.7300 Epoch 8/8... Discriminator Loss: 1.3898... Generator Loss: 0.9198 Epoch 8/8... Discriminator Loss: 1.3927... Generator Loss: 0.6639 Epoch 8/8... Discriminator Loss: 1.3871... Generator Loss: 0.9190 Epoch 8/8... Discriminator Loss: 1.3795... Generator Loss: 0.7297 Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8436 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7709
Epoch 8/8... Discriminator Loss: 1.3795... Generator Loss: 0.8123 Epoch 8/8... Discriminator Loss: 1.3758... Generator Loss: 0.7869 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8063 Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.7958 Epoch 8/8... Discriminator Loss: 1.3752... Generator Loss: 0.7993 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7969 Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.8034 Epoch 8/8... Discriminator Loss: 1.3795... Generator Loss: 0.7909 Epoch 8/8... Discriminator Loss: 1.3757... Generator Loss: 0.8035 Epoch 8/8... Discriminator Loss: 1.3774... Generator Loss: 0.7902 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.8065 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7823 Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.8153 Epoch 8/8... Discriminator Loss: 1.3770... Generator Loss: 0.7726 Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.8290 Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7630 Epoch 8/8... Discriminator Loss: 1.3779... Generator Loss: 0.8431 Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.7380 Epoch 8/8... Discriminator Loss: 1.3824... Generator Loss: 0.8861 Epoch 8/8... Discriminator Loss: 1.3860... Generator Loss: 0.6948
Epoch 8/8... Discriminator Loss: 1.3875... Generator Loss: 0.9147 Epoch 8/8... Discriminator Loss: 1.3839... Generator Loss: 0.7105 Epoch 8/8... Discriminator Loss: 1.3798... Generator Loss: 0.8704 Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.7510 Epoch 8/8... Discriminator Loss: 1.3739... Generator Loss: 0.8416 Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7640 Epoch 8/8... Discriminator Loss: 1.3769... Generator Loss: 0.8303 Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.7568 Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.8662 Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.7337 Epoch 8/8... Discriminator Loss: 1.3835... Generator Loss: 0.8732 Epoch 8/8... Discriminator Loss: 1.3818... Generator Loss: 0.7258 Epoch 8/8... Discriminator Loss: 1.3824... Generator Loss: 0.8834 Epoch 8/8... Discriminator Loss: 1.3823... Generator Loss: 0.7190 Epoch 8/8... Discriminator Loss: 1.3838... Generator Loss: 0.8743 Epoch 8/8... Discriminator Loss: 1.3793... Generator Loss: 0.7330 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.8517 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7521 Epoch 8/8... Discriminator Loss: 1.3804... Generator Loss: 0.8467 Epoch 8/8... Discriminator Loss: 1.3745... Generator Loss: 0.7370
Epoch 8/8... Discriminator Loss: 1.3842... Generator Loss: 0.9029 Epoch 8/8... Discriminator Loss: 1.3986... Generator Loss: 0.6501 Epoch 8/8... Discriminator Loss: 1.3899... Generator Loss: 0.9350 Epoch 8/8... Discriminator Loss: 1.3820... Generator Loss: 0.7298 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.8425 Epoch 8/8... Discriminator Loss: 1.3761... Generator Loss: 0.7697 Epoch 8/8... Discriminator Loss: 1.3800... Generator Loss: 0.8131 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.7651 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.8273 Epoch 8/8... Discriminator Loss: 1.3780... Generator Loss: 0.7900 Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.7943 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8019 Epoch 8/8... Discriminator Loss: 1.3767... Generator Loss: 0.7934 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.7995 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7993 Epoch 8/8... Discriminator Loss: 1.3782... Generator Loss: 0.7906 Epoch 8/8... Discriminator Loss: 1.3759... Generator Loss: 0.8135 Epoch 8/8... Discriminator Loss: 1.3746... Generator Loss: 0.7779 Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.8267 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.7521
Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.8695 Epoch 8/8... Discriminator Loss: 1.3832... Generator Loss: 0.7185 Epoch 8/8... Discriminator Loss: 1.3857... Generator Loss: 0.9017 Epoch 8/8... Discriminator Loss: 1.3858... Generator Loss: 0.7026 Epoch 8/8... Discriminator Loss: 1.3847... Generator Loss: 0.8921 Epoch 8/8... Discriminator Loss: 1.3813... Generator Loss: 0.7256 Epoch 8/8... Discriminator Loss: 1.3792... Generator Loss: 0.8593 Epoch 8/8... Discriminator Loss: 1.3781... Generator Loss: 0.7486 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.8336 Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.7645 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.8288 Epoch 8/8... Discriminator Loss: 1.3775... Generator Loss: 0.7689 Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.8297 Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.7621 Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.8388 Epoch 8/8... Discriminator Loss: 1.3787... Generator Loss: 0.7538 Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.8487 Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7470 Epoch 8/8... Discriminator Loss: 1.3788... Generator Loss: 0.8558 Epoch 8/8... Discriminator Loss: 1.3845... Generator Loss: 0.7235
Epoch 8/8... Discriminator Loss: 1.3873... Generator Loss: 0.8791 Epoch 8/8... Discriminator Loss: 1.3887... Generator Loss: 0.6857 Epoch 8/8... Discriminator Loss: 1.3881... Generator Loss: 0.9225 Epoch 8/8... Discriminator Loss: 1.3826... Generator Loss: 0.7149 Epoch 8/8... Discriminator Loss: 1.3786... Generator Loss: 0.8583 Epoch 8/8... Discriminator Loss: 1.3791... Generator Loss: 0.7575 Epoch 8/8... Discriminator Loss: 1.3784... Generator Loss: 0.8315 Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.7711 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.8226 Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.7853 Epoch 8/8... Discriminator Loss: 1.3761... Generator Loss: 0.8131 Epoch 8/8... Discriminator Loss: 1.3749... Generator Loss: 0.7863 Epoch 8/8... Discriminator Loss: 1.3776... Generator Loss: 0.8163 Epoch 8/8... Discriminator Loss: 1.3797... Generator Loss: 0.7699 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.8387 Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.7565 Epoch 8/8... Discriminator Loss: 1.3826... Generator Loss: 0.8424 Epoch 8/8... Discriminator Loss: 1.3808... Generator Loss: 0.7392 Epoch 8/8... Discriminator Loss: 1.3795... Generator Loss: 0.8641 Epoch 8/8... Discriminator Loss: 1.3794... Generator Loss: 0.7364
Epoch 8/8... Discriminator Loss: 1.3822... Generator Loss: 0.8721 Epoch 8/8... Discriminator Loss: 1.3823... Generator Loss: 0.7178 Epoch 8/8... Discriminator Loss: 1.3861... Generator Loss: 0.8970 Epoch 8/8... Discriminator Loss: 1.3855... Generator Loss: 0.6974 Epoch 8/8... Discriminator Loss: 1.3852... Generator Loss: 0.8952 Epoch 8/8... Discriminator Loss: 1.3813... Generator Loss: 0.7300 Epoch 8/8... Discriminator Loss: 1.3773... Generator Loss: 0.8498 Epoch 8/8... Discriminator Loss: 1.3790... Generator Loss: 0.7489 Epoch 8/8... Discriminator Loss: 1.3785... Generator Loss: 0.8498 Epoch 8/8... Discriminator Loss: 1.3806... Generator Loss: 0.7494 Epoch 8/8... Discriminator Loss: 1.3843... Generator Loss: 0.8750 Epoch 8/8... Discriminator Loss: 1.3965... Generator Loss: 0.6813 Epoch 8/8... Discriminator Loss: 1.3898... Generator Loss: 0.9400 Epoch 8/8... Discriminator Loss: 1.4026... Generator Loss: 0.6910 Epoch 8/8... Discriminator Loss: 1.3808... Generator Loss: 0.8636 Epoch 8/8... Discriminator Loss: 1.3830... Generator Loss: 0.7232 Epoch 8/8... Discriminator Loss: 1.3809... Generator Loss: 0.8450 Epoch 8/8... Discriminator Loss: 1.3891... Generator Loss: 0.7113 Epoch 8/8... Discriminator Loss: 1.4080... Generator Loss: 0.9923 Epoch 8/8... Discriminator Loss: 1.3874... Generator Loss: 0.6842
Epoch 8/8... Discriminator Loss: 1.3823... Generator Loss: 0.8617 Epoch 8/8... Discriminator Loss: 1.3772... Generator Loss: 0.7509 Epoch 8/8... Discriminator Loss: 1.3807... Generator Loss: 0.8463 Epoch 8/8... Discriminator Loss: 1.3921... Generator Loss: 0.6832
When submitting this project, make sure to run all the cells before saving the notebook. Save the notebook file as "dlnd_face_generation.ipynb" and save it as a HTML file under "File" -> "Download as". Include the "helper.py" and "problem_unittests.py" files in your submission.